From 822436dd01d56676a2a53d03e1ad7e00c228bd70 Mon Sep 17 00:00:00 2001 From: "localizeflow[bot]" Date: Mon, 20 Apr 2026 15:30:32 +0000 Subject: [PATCH 01/17] chore(i18n): sync translations with latest source changes (chunk 1/1, 6 changes) --- translations/ar/.co-op-translator.json | 4 +- translations/ar/etc/Mindmap.md | 64 +++++++++++++------------- translations/fa/.co-op-translator.json | 4 +- translations/fa/etc/Mindmap.md | 64 +++++++++++++------------- translations/ru/.co-op-translator.json | 4 +- translations/ru/etc/Mindmap.md | 34 +++++++------- 6 files changed, 90 insertions(+), 84 deletions(-) diff --git a/translations/ar/.co-op-translator.json b/translations/ar/.co-op-translator.json index e900f727..7faec55f 100644 --- a/translations/ar/.co-op-translator.json +++ b/translations/ar/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "ar" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-26T11:20:32+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T15:29:45+00:00", "source_file": "etc/Mindmap.md", "language_code": "ar" }, diff --git a/translations/ar/etc/Mindmap.md b/translations/ar/etc/Mindmap.md index 948abf3b..67d7f8d8 100644 --- a/translations/ar/etc/Mindmap.md +++ b/translations/ar/etc/Mindmap.md @@ -4,48 +4,48 @@ - تعريف الذكاء الاصطناعي - تاريخ الذكاء الاصطناعي - مناهج الذكاء الاصطناعي - - من الأعلى إلى الأسفل/رمزي - - من الأسفل إلى الأعلى/شبكي - - تطوري - - الذكاء الاصطناعي التآزري / الناشئ + - من الأعلى إلى الأسفل / الرمزي + - من الأسفل إلى الأعلى / العصبي + - التطوري + - التآزري / الذكاء الاصطناعي الناشئ - [مدرسة الأعمال للذكاء الاصطناعي من مايكروسوفت](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) ## [الذكاء الاصطناعي الرمزي](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - تمثيل المعرفة - [أنظمة الخبراء](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - - [الأنطولوجيا](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) + - [الأونتولوجيات](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - الويب الدلالي ## [الشبكات العصبية](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - - [بيرسيبترون](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) + - [المستشعر](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - [الشبكات متعددة الطبقات](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - - [مقدمة في الأطر](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - - [الإفراط في التكيف](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) + - [مقدمة في الأُطُر](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) + - [باي تورش](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) + - [تينسورفلو](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) + - [الإفراط في التوفيق](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) ## [الرؤية الحاسوبية](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - على منصة MS Learn - [أساسيات الذكاء الاصطناعي: استكشاف الرؤية الحاسوبية](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - - [الرؤية الحاسوبية باستخدام PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - - [الرؤية الحاسوبية باستخدام TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [الرؤية الحاسوبية باستخدام باي تورش](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) + - [الرؤية الحاسوبية باستخدام تينسورفلو](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - [مقدمة في الرؤية الحاسوبية. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - [الشبكات الالتفافية](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - - [هياكل الشبكات الالتفافية](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - - [التعلم بالنقل](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) + - [هياكل CNN](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) + - [التعلم النقلي](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - [حيل التدريب](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - - [المشفّرات التلقائية و VAEs](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - - [الشبكات التوليدية الخصامية](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) + - [التشفير الذاتي والشبكات التلقائية المتغيرة](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) + - [الشبكات التنافسية التوليدية](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - [نقل الأسلوب](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - - [كشف الكائنات](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - - [التجزئة](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) + - [كشف الأجسام](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) + - [التقسيم](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) ## [معالجة اللغة الطبيعية](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - على منصة MS Learn - [أساسيات الذكاء الاصطناعي: استكشاف معالجة اللغة الطبيعية](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - - [معالجة اللغة الطبيعية باستخدام PyTorch](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - - [معالجة اللغة الطبيعية باستخدام TensorFlow](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [تمثيل النصوص](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) + - [معالجة اللغة الطبيعية باستخدام باي تورش](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) + - [معالجة اللغة الطبيعية باستخدام تينسورفلو](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [تمثيل النص](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - حقيبة الكلمات - TF/IDF - [التضمينات الدلالية](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) @@ -55,24 +55,26 @@ - [الشبكات العصبية المتكررة](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) - LSTM - GRU - - [الشبكات التوليدية المتكررة](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - - [المحوّلات و BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) + - [الشبكات المتكررة التوليدية](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) + - [المحولات وBERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - [التعرف على الكيانات المسماة](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - - [توليد النصوص و GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) - + - [توليد النصوص وGPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) ## تقنيات أخرى - [الخوارزميات الجينية](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - - [التعلم العميق المعزز](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - - [أنظمة متعددة الوكلاء](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) + - [التعلم المعزز العميق](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) + - [أنظمة الوكلاء المتعددين](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) ## [أخلاقيات الذكاء الاصطناعي](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - - [تعلم مايكروسوفت حول الذكاء الاصطناعي المسؤول](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) - + - [MS Learn حول الذكاء الاصطناعي المسؤول](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) ## إضافات - - [الشبكات متعددة الوسائط](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) + - [الشبكات متعددة الأنماط](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - DALL-E - VQ-GAN +--- + + **إخلاء المسؤولية**: -تم ترجمة هذا المستند باستخدام خدمة الترجمة بالذكاء الاصطناعي [Co-op Translator](https://github.com/Azure/co-op-translator). بينما نسعى لتحقيق الدقة، يرجى العلم أن الترجمات الآلية قد تحتوي على أخطاء أو معلومات غير دقيقة. يجب اعتبار المستند الأصلي بلغته الأصلية المصدر الموثوق. للحصول على معلومات حاسمة، يُوصى بالاستعانة بترجمة بشرية احترافية. نحن غير مسؤولين عن أي سوء فهم أو تفسيرات خاطئة تنشأ عن استخدام هذه الترجمة. \ No newline at end of file +تمت ترجمة هذا المستند باستخدام خدمة الترجمة الآلية [Co-op Translator](https://github.com/Azure/co-op-translator). بينما نسعى للدقة، يرجى العلم أن الترجمات الآلية قد تحتوي على أخطاء أو عدم دقة. يجب اعتبار المستند الأصلي بلغته الأصلية المصدر الموثوق. للمعلومات المهمة، يُنصح بالترجمة المهنية بواسطة الإنسان. لسنا مسؤولين عن أي سوء فهم أو تفسير ناتج عن استخدام هذه الترجمة. + \ No newline at end of file diff --git a/translations/fa/.co-op-translator.json b/translations/fa/.co-op-translator.json index 2b493193..33d90c16 100644 --- a/translations/fa/.co-op-translator.json +++ b/translations/fa/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "fa" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-24T10:51:03+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T15:30:24+00:00", "source_file": "etc/Mindmap.md", "language_code": "fa" }, diff --git a/translations/fa/etc/Mindmap.md b/translations/fa/etc/Mindmap.md index d2714e20..f2f24215 100644 --- a/translations/fa/etc/Mindmap.md +++ b/translations/fa/etc/Mindmap.md @@ -3,52 +3,52 @@ ## [مقدمه‌ای بر هوش مصنوعی](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - تعریف هوش مصنوعی - تاریخچه هوش مصنوعی - - رویکردهای هوش مصنوعی - - از بالا به پایین/نمادین - - از پایین به بالا/شبکه عصبی + - رویکردها به هوش مصنوعی + - بالا به پایین / نمادین + - پایین به بالا / عصبی - تکاملی - - هم‌افزایی / هوش مصنوعی نوظهور + - هم‌افزایی / هوش مصنوعی ظهور یافته - [مدرسه کسب‌وکار هوش مصنوعی مایکروسافت](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) ## [هوش مصنوعی نمادین](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - نمایش دانش - [سیستم‌های خبره](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - - [هستی‌شناسی‌ها](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) + - [آنتولوژی‌ها](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - وب معنایی ## [شبکه‌های عصبی](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - - [پرسیپترون](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) + - [پرسپترون](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - [شبکه‌های چندلایه](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - - [مقدمه‌ای بر فریم‌ورک‌ها](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - - [بیش‌برازش](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) + - [مقدمه‌ای بر چارچوب‌ها](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) + - [پایتورچ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) + - [تنسرفلو](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) + - [برخورد بیش از حد](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) -## [بینایی کامپیوتر](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) +## [بینایی ماشین](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - در MS Learn - - [مبانی هوش مصنوعی: بررسی بینایی کامپیوتر](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - - [بینایی کامپیوتر با PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - - [بینایی کامپیوتر با TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [مقدمه‌ای بر بینایی کامپیوتر. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - [مبانی هوش مصنوعی: بررسی بینایی ماشین](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [بینایی ماشین با پایتورچ](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) + - [بینایی ماشین با تنسرفلو](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [مقدمه‌ای بر بینایی ماشین. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - [شبکه‌های کانولوشنی](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - [معماری‌های CNN](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - [یادگیری انتقالی](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - [ترفندهای آموزش](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - - [خودرمزگذارها و VAEها](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - - [شبکه‌های مولد تخاصمی](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) + - [اتو انکودرها و VAEs](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) + - [شبکه‌های مولد خصمانه](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - [انتقال سبک](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - - [تشخیص اشیا](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) + - [شناسایی اشیاء](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - [بخش‌بندی](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) ## [پردازش زبان طبیعی](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - در MS Learn - - [مبانی هوش مصنوعی: بررسی پردازش زبان طبیعی](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - - [پردازش زبان طبیعی با PyTorch](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - - [پردازش زبان طبیعی با TensorFlow](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [مبانی هوش مصنوعی: بررسی NLP](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - [NLP با پایتورچ](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) + - [NLP با تنسرفلو](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - [نمایش متن](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - کیسه کلمات - TF/IDF - - [تعبیه‌های معنایی](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) + - [بسته‌های معنایی](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - Word2Vec - GloVE - [مدل‌سازی زبان](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) @@ -56,23 +56,25 @@ - LSTM - GRU - [شبکه‌های بازگشتی مولد](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - - [ترانسفورمرها و BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - - [تشخیص موجودیت‌های نام‌دار](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) + - [ترنسفورمرها و BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) + - [شناسایی موجودیت‌های نام‌دار](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - [تولید متن و GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) - ## تکنیک‌های دیگر - - [الگوریتم‌های ژنتیکی](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) + - [الگوریتم‌های ژنتیک](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - [یادگیری تقویتی عمیق](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - - [سیستم‌های چندعاملی](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) + - [سیستم‌های چندعامل](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) ## [اخلاق هوش مصنوعی](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - [MS Learn درباره هوش مصنوعی مسئولانه](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) - -## اضافات - - [شبکه‌های چندوجهی](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) +## اضافی‌ها + - [شبکه‌های چندرسانه‌ای](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - DALL-E - VQ-GAN +--- + + **سلب مسئولیت**: -این سند با استفاده از سرویس ترجمه هوش مصنوعی [Co-op Translator](https://github.com/Azure/co-op-translator) ترجمه شده است. در حالی که ما تلاش می‌کنیم دقت را حفظ کنیم، لطفاً توجه داشته باشید که ترجمه‌های خودکار ممکن است شامل خطاها یا نادرستی‌هایی باشند. سند اصلی به زبان اصلی آن باید به عنوان منبع معتبر در نظر گرفته شود. برای اطلاعات حساس، ترجمه حرفه‌ای انسانی توصیه می‌شود. ما هیچ مسئولیتی در قبال سوءتفاهم‌ها یا تفسیرهای نادرست ناشی از استفاده از این ترجمه نداریم. \ No newline at end of file +این سند با استفاده از سرویس ترجمه هوش مصنوعی [Co-op Translator](https://github.com/Azure/co-op-translator) ترجمه شده است. در حالی که ما تلاش می‌کنیم دقت را حفظ کنیم، لطفاً توجه داشته باشید که ترجمه‌های خودکار ممکن است حاوی اشتباهات یا نادرستی‌هایی باشند. سند اصلی به زبان بومی آن باید به عنوان منبع معتبر در نظر گرفته شود. برای اطلاعات حیاتی، ترجمه حرفه‌ای انسانی توصیه می‌شود. ما مسئول هیچ‌گونه سوءتفاهم یا تفسیر نادرستی که از استفاده این ترجمه ناشی شود، نمی‌باشیم. + \ No newline at end of file diff --git a/translations/ru/.co-op-translator.json b/translations/ru/.co-op-translator.json index 74bf848c..042f1ea9 100644 --- a/translations/ru/.co-op-translator.json +++ b/translations/ru/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "ru" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-26T06:52:16+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T15:29:09+00:00", "source_file": "etc/Mindmap.md", "language_code": "ru" }, diff --git a/translations/ru/etc/Mindmap.md b/translations/ru/etc/Mindmap.md index b3401fd5..41b5b43f 100644 --- a/translations/ru/etc/Mindmap.md +++ b/translations/ru/etc/Mindmap.md @@ -8,13 +8,13 @@ - Снизу вверх/Нейронный - Эволюционный - Синергетический / Эмерджентный ИИ - - [Microsoft AI Business School](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) + - [Бизнес-школа ИИ Microsoft](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) ## [Символический ИИ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - Представление знаний - [Экспертные системы](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - [Онтологии](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - - Семантическая сеть + - Семантическая паутина ## [Нейронные сети](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - [Перцептрон](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) @@ -26,29 +26,29 @@ ## [Компьютерное зрение](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - На MS Learn - - [Основы ИИ: изучение компьютерного зрения](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [Основы ИИ: Изучение компьютерного зрения](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - [Компьютерное зрение с PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - [Компьютерное зрение с TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [Введение в компьютерное зрение. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - [Введение в КЗ. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - [Сверточные сети](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - [Архитектуры CNN](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - [Трансферное обучение](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - - [Трюки для обучения](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - - [Автокодировщики и VAE](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - - [Генеративно-состязательные сети](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) + - [Трюки обучения](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) + - [Автокодировщики и ВАЭ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) + - [Генеративно-соревновательные сети](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - [Перенос стиля](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - [Обнаружение объектов](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - [Сегментация](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) ## [Обработка естественного языка](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - На MS Learn - - [Основы ИИ: изучение обработки естественного языка](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - - [Обработка естественного языка с PyTorch](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - - [Обработка естественного языка с TensorFlow](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [Основы ИИ: Изучение обработки естественного языка](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - [Обработка языка с PyTorch](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) + - [Обработка языка с TensorFlow](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - [Представление текста](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - Мешок слов - TF/IDF - - [Семантические эмбеддинги](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) + - [Семантические встраивания](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - Word2Vec - GloVE - [Моделирование языка](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) @@ -59,20 +59,22 @@ - [Трансформеры и BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - [Распознавание именованных сущностей](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - [Генерация текста и GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) - -## Другие техники +## Другие методы - [Генетические алгоритмы](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - [Глубокое обучение с подкреплением](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - [Мультиагентные системы](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) ## [Этика ИИ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - - [MS Learn о ответственном ИИ](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) - + - [MS Learn о Ответственном ИИ](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) ## Дополнительно - [Мультимодальные сети](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - DALL-E - VQ-GAN +--- + + **Отказ от ответственности**: -Этот документ был переведен с использованием сервиса автоматического перевода [Co-op Translator](https://github.com/Azure/co-op-translator). Хотя мы стремимся к точности, пожалуйста, учитывайте, что автоматические переводы могут содержать ошибки или неточности. Оригинальный документ на его родном языке следует считать авторитетным источником. Для получения критически важной информации рекомендуется профессиональный перевод человеком. Мы не несем ответственности за любые недоразумения или неправильные интерпретации, возникшие в результате использования данного перевода. \ No newline at end of file +Этот документ был переведен с помощью сервиса машинного перевода [Co-op Translator](https://github.com/Azure/co-op-translator). Хотя мы стремимся к точности, имейте в виду, что автоматический перевод может содержать ошибки или неточности. Оригинальный документ на исходном языке следует считать авторитетным источником. Для важной информации рекомендуется использовать профессиональный человеческий перевод. Мы не несем ответственности за любые недоразумения или неправильные толкования, возникшие в результате использования данного перевода. + \ No newline at end of file From 07b252229e970ceb40314170d6f7ae3c875a9b80 Mon Sep 17 00:00:00 2001 From: "localizeflow[bot]" Date: Mon, 20 Apr 2026 15:35:46 +0000 Subject: [PATCH 02/17] chore(i18n): sync translations with latest source changes (chunk 1/1, 6 changes) --- translations/ja/.co-op-translator.json | 4 +- translations/ja/etc/Mindmap.md | 50 ++++++----- translations/zh-HK/.co-op-translator.json | 4 +- translations/zh-HK/etc/Mindmap.md | 74 ++++++++-------- translations/zh-TW/.co-op-translator.json | 4 +- translations/zh-TW/etc/Mindmap.md | 100 +++++++++++----------- 6 files changed, 122 insertions(+), 114 deletions(-) diff --git a/translations/ja/.co-op-translator.json b/translations/ja/.co-op-translator.json index d3e278ca..8dbacf23 100644 --- a/translations/ja/.co-op-translator.json +++ b/translations/ja/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "ja" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-24T21:21:01+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T15:35:38+00:00", "source_file": "etc/Mindmap.md", "language_code": "ja" }, diff --git a/translations/ja/etc/Mindmap.md b/translations/ja/etc/Mindmap.md index e384dab7..4cf4d4bc 100644 --- a/translations/ja/etc/Mindmap.md +++ b/translations/ja/etc/Mindmap.md @@ -1,14 +1,14 @@ # AI -## [AIの概要](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) +## [AI入門](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - AIの定義 - AIの歴史 - AIへのアプローチ - - トップダウン/シンボリック - - ボトムアップ/ニューラル - - 進化的アプローチ - - シナジー/創発的AI - - [Microsoft AI Business School](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) + - トップダウン／シンボリック + - ボトムアップ／ニューラル + - 進化的 + - シナジェティック／創発的AI + - [Microsoft AIビジネススクール](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) ## [シンボリックAI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - 知識表現 @@ -19,45 +19,45 @@ ## [ニューラルネットワーク](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - [パーセプトロン](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - [多層ネットワーク](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - - [フレームワークの概要](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) + - [フレームワーク入門](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - [過学習](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) ## [コンピュータビジョン](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - - MS Learnで学ぶ - - [AIの基礎: コンピュータビジョンを探る](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - - [PyTorchを使ったコンピュータビジョン](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - - [TensorFlowを使ったコンピュータビジョン](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [コンピュータビジョンの概要. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - MS Learnで + - [AI基礎：コンピュータビジョンを探求する](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [PyTorchでのCV](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) + - [TensorFlowでのCV](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [CV入門。OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - [畳み込みネットワーク](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - [CNNアーキテクチャ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - [転移学習](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - [トレーニングのコツ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - - [オートエンコーダとVAE](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) + - [オートエンコーダーとVAE](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - [敵対的生成ネットワーク](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - [スタイル転送](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - [物体検出](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - [セグメンテーション](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) ## [自然言語処理](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - - MS Learnで学ぶ - - [AIの基礎: 自然言語処理を探る](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - - [PyTorchを使った自然言語処理](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - - [TensorFlowを使った自然言語処理](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - MS Learnで + - [AI基礎：NLPを探求する](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - [PyTorchでのNLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) + - [TensorFlowでのNLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - [テキスト表現](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - - Bag of Words + - バグオブワーズ - TF/IDF - [セマンティック埋め込み](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - Word2Vec - GloVE - - [言語モデリング](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) + - [言語モデル](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) - [リカレントニューラルネットワーク](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) - LSTM - GRU - [生成リカレントネットワーク](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - [トランスフォーマーとBERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - - [固有表現抽出](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) + - [固有表現認識](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - [テキスト生成とGPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) ## その他の技術 - [遺伝的アルゴリズム](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) @@ -65,12 +65,16 @@ - [マルチエージェントシステム](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) ## [AI倫理](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - - [責任あるAIに関するMS Learn](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) -## エクストラ + - [MS Learnの責任あるAI](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) +## エキストラ - [マルチモーダルネットワーク](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - DALL-E - VQ-GAN +--- + + **免責事項**: -この文書は、AI翻訳サービス [Co-op Translator](https://github.com/Azure/co-op-translator) を使用して翻訳されています。正確性を追求しておりますが、自動翻訳には誤りや不正確な表現が含まれる可能性があります。元の言語で記載された文書が正式な情報源と見なされるべきです。重要な情報については、専門の人間による翻訳をお勧めします。本翻訳の使用に起因する誤解や誤認について、当方は一切の責任を負いません。 \ No newline at end of file +本書類は AI 翻訳サービス [Co-op Translator](https://github.com/Azure/co-op-translator) を使用して翻訳されています。正確さを期していますが、自動翻訳には誤りや不正確な部分が含まれる場合があります。原文の母国語版が正確な情報源とみなされます。重要な情報については、専門の人間による翻訳を推奨します。本翻訳の利用による誤解や誤訳については責任を負いかねます。 + \ No newline at end of file diff --git a/translations/zh-HK/.co-op-translator.json b/translations/zh-HK/.co-op-translator.json index f0b0115e..a3f9ab06 100644 --- a/translations/zh-HK/.co-op-translator.json +++ b/translations/zh-HK/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "zh-HK" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-24T22:19:06+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T15:32:47+00:00", "source_file": "etc/Mindmap.md", "language_code": "zh-HK" }, diff --git a/translations/zh-HK/etc/Mindmap.md b/translations/zh-HK/etc/Mindmap.md index 40b9619a..58f1e1aa 100644 --- a/translations/zh-HK/etc/Mindmap.md +++ b/translations/zh-HK/etc/Mindmap.md @@ -1,16 +1,16 @@ -# 人工智能 +# AI -## [人工智能簡介](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - - 人工智能的定義 - - 人工智能的歷史 - - 人工智能的方法 - - 自上而下/符號式 - - 自下而上/神經網絡 - - 演化式 - - 協同/湧現式人工智能 - - [Microsoft AI Business School](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) +## [AI 簡介](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) + - AI 定義 + - AI 發展歷史 + - AI 方法 + - 自上而下／符號主義 + - 自下而上／神經網絡 + - 演化 + - 協同 / 浮現 AI + - [Microsoft AI 商業學院](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) -## [符號式人工智能](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) +## [符號 AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - 知識表示 - [專家系統](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - [本體論](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) @@ -19,32 +19,32 @@ ## [神經網絡](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - [感知器](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - [多層網絡](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - - [框架簡介](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) + - [框架入門](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - [過擬合](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) -## [計算機視覺](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - - 在 Microsoft Learn 上 - - [人工智能基礎：探索計算機視覺](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - - [使用 PyTorch 的計算機視覺](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - - [使用 TensorFlow 的計算機視覺](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [計算機視覺簡介：OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - - [卷積網絡](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - - [卷積神經網絡架構](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) +## [電腦視覺](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) + - 在 MS Learn + - [AI 基礎：探索電腦視覺](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [用 PyTorch 學電腦視覺](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) + - [用 TensorFlow 學電腦視覺](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [CV 入門。OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - [卷積神經網絡](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) + - [CNN 結構](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - [遷移學習](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - [訓練技巧](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - [自編碼器和變分自編碼器](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - [生成對抗網絡](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - - [風格遷移](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - - [物體檢測](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) + - [風格轉換](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) + - [物件檢測](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - [分割](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) ## [自然語言處理](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - - 在 Microsoft Learn 上 - - [人工智能基礎：探索自然語言處理](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - - [使用 PyTorch 的自然語言處理](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - - [使用 TensorFlow 的自然語言處理](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - 在 MS Learn + - [AI 基礎：探索自然語言處理](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - [用 PyTorch 學 NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) + - [用 TensorFlow 學 NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - [文本表示](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - 詞袋模型 - TF/IDF @@ -55,24 +55,26 @@ - [循環神經網絡](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) - LSTM - GRU - - [生成式循環網絡](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - - [Transformer 和 BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) + - [生成型循環網絡](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) + - [Transformer 與 BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - [命名實體識別](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - - [文本生成和 GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) - + - [文本生成與 GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) ## 其他技術 - [遺傳算法](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - [深度強化學習](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - - [多代理系統](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) + - [多智能體系統](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) -## [人工智能倫理](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - - [Microsoft Learn 負責任的人工智能](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) - -## 附加內容 +## [AI 倫理](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) + - [MS Learn 有關負責任 AI](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) +## 額外內容 - [多模態網絡](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - DALL-E - VQ-GAN +--- + + **免責聲明**： -本文件已使用人工智能翻譯服務 [Co-op Translator](https://github.com/Azure/co-op-translator) 進行翻譯。儘管我們致力於提供準確的翻譯，請注意自動翻譯可能包含錯誤或不準確之處。原始語言的文件應被視為權威來源。對於重要信息，建議使用專業人工翻譯。我們對因使用此翻譯而引起的任何誤解或錯誤解釋不承擔責任。 \ No newline at end of file +本文件是使用 AI 翻譯服務 [Co-op Translator](https://github.com/Azure/co-op-translator) 進行翻譯的。雖然我們力求準確，但請注意自動翻譯可能包含錯誤或不準確之處。原始文件的母語版本應被視為權威來源。對於重要資訊，建議採用專業人工翻譯。我們不對因使用此翻譯而引起的任何誤解或錯誤詮釋負責。 + \ No newline at end of file diff --git a/translations/zh-TW/.co-op-translator.json b/translations/zh-TW/.co-op-translator.json index 96c9e139..d49218d9 100644 --- a/translations/zh-TW/.co-op-translator.json +++ b/translations/zh-TW/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "zh-TW" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-24T22:18:38+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T15:33:22+00:00", "source_file": "etc/Mindmap.md", "language_code": "zh-TW" }, diff --git a/translations/zh-TW/etc/Mindmap.md b/translations/zh-TW/etc/Mindmap.md index 1dbb9078..ea53a24b 100644 --- a/translations/zh-TW/etc/Mindmap.md +++ b/translations/zh-TW/etc/Mindmap.md @@ -1,78 +1,80 @@ -# 人工智慧 (AI) +# AI -## [人工智慧簡介](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - - 人工智慧的定義 - - 人工智慧的歷史 - - 人工智慧的方法 - - 自上而下/符號式 - - 自下而上/神經網路 - - 演化式 - - 協同/湧現式人工智慧 - - [微軟人工智慧商業學院](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) +## [AI 介紹](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) + - AI 定義 + - AI 歷史 + - AI 方法 + - 自上而下/符號派 + - 自下而上/神經派 + - 演化派 + - 協同派 / 新興 AI + - [Microsoft AI 商業學院](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) -## [符號式人工智慧](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - - 知識表示 +## [符號 AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) + - 知識表徵 - [專家系統](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - [本體論](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - - 語義網 + - 語意網 -## [神經網路](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) +## [神經網絡](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - [感知器](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - - [多層網路](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - - [框架簡介](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) + - [多層網絡](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) + - [框架介紹](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - [過擬合](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) ## [電腦視覺](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - - 在微軟學習平台 - - [人工智慧基礎：探索電腦視覺](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - 在 MS Learn 上 + - [AI 基礎：探索電腦視覺](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - [使用 PyTorch 的電腦視覺](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - [使用 TensorFlow 的電腦視覺](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [電腦視覺簡介：OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - - [卷積網路](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - - [卷積神經網路架構](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) + - [電腦視覺入門。OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - [卷積神經網絡](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) + - [CNN 架構](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - [遷移學習](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - [訓練技巧](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - - [自編碼器與變分自編碼器 (VAEs)](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - - [生成對抗網路 (GANs)](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - - [風格遷移](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - - [物件偵測](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - - [影像分割](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) + - [自動編碼器和變分自動編碼器](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) + - [生成對抗網絡](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) + - [風格轉移](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) + - [目標檢測](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) + - [分割](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) -## [自然語言處理 (NLP)](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - - 在微軟學習平台 - - [人工智慧基礎：探索自然語言處理](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - - [使用 PyTorch 的自然語言處理](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - - [使用 TensorFlow 的自然語言處理](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [文本表示](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - - 詞袋模型 (Bag of Words) +## [自然語言處理](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) + - 在 MS Learn 上 + - [AI 基礎：探索自然語言處理](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - [使用 PyTorch 的 NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) + - [使用 TensorFlow 的 NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [文本表徵](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) + - 詞袋模型 - TF/IDF - - [語義嵌入](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) + - [語意嵌入](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - Word2Vec - GloVE - - [語言建模](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) - - [循環神經網路 (RNN)](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) - - 長短期記憶網路 (LSTM) - - 閘控循環單元 (GRU) - - [生成式循環網路](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - - [Transformer 和 BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - - [命名實體識別 (NER)](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) + - [語言模型](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) + - [循環神經網絡](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) + - LSTM + - GRU + - [生成循環網絡](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) + - [Transformer 與 BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) + - [命名實體識別](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - [文本生成與 GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) - ## 其他技術 - [遺傳演算法](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - [深度強化學習](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - - [多代理系統](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) + - [多智能體系統](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) -## [人工智慧倫理](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - - [微軟學習平台上的負責任人工智慧](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) - -## 附加內容 - - [多模態網路](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) +## [AI 倫理](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) + - [MS Learn 負責任的 AI](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) +## 額外內容 + - [多模態網絡](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - DALL-E - VQ-GAN +--- + + **免責聲明**： -本文件使用 AI 翻譯服務 [Co-op Translator](https://github.com/Azure/co-op-translator) 進行翻譯。我們致力於提供準確的翻譯，但請注意，自動翻譯可能包含錯誤或不準確之處。應以原始語言的文件作為權威來源。對於關鍵資訊，建議尋求專業人工翻譯。我們對因使用此翻譯而引起的任何誤解或錯誤解釋概不負責。 \ No newline at end of file +本文件經由 AI 翻譯服務 [Co-op Translator](https://github.com/Azure/co-op-translator) 翻譯而成。雖然我們致力於追求準確性，但請注意自動翻譯可能包含錯誤或不準確之處。原始文件的母語版本應視為權威來源。對於重要資訊，建議採用專業人工翻譯。我們不對因使用本翻譯所導致的任何誤解或錯誤詮釋承擔責任。 + \ No newline at end of file From 0ece03bf9a0538429d4543a7b475a6065f789857 Mon Sep 17 00:00:00 2001 From: "localizeflow[bot]" Date: Mon, 20 Apr 2026 15:39:28 +0000 Subject: [PATCH 03/17] chore(i18n): sync translations with latest source changes (chunk 1/1, 6 changes) --- translations/fi/.co-op-translator.json | 4 +- translations/fi/etc/Mindmap.md | 66 +++++++++++++------------- translations/nl/.co-op-translator.json | 4 +- translations/nl/etc/Mindmap.md | 32 +++++++------ translations/no/.co-op-translator.json | 4 +- translations/no/etc/Mindmap.md | 42 ++++++++-------- 6 files changed, 78 insertions(+), 74 deletions(-) diff --git a/translations/fi/.co-op-translator.json b/translations/fi/.co-op-translator.json index c7353bb4..48a6e50d 100644 --- a/translations/fi/.co-op-translator.json +++ b/translations/fi/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "fi" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-28T20:10:41+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T15:38:44+00:00", "source_file": "etc/Mindmap.md", "language_code": "fi" }, diff --git a/translations/fi/etc/Mindmap.md b/translations/fi/etc/Mindmap.md index 76a16f82..ed25f492 100644 --- a/translations/fi/etc/Mindmap.md +++ b/translations/fi/etc/Mindmap.md @@ -3,72 +3,70 @@ ## [Johdatus tekoälyyn](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - Tekoälyn määritelmä - Tekoälyn historia - - Lähestymistavat tekoälyyn - - Ylhäältä alas / Symbolinen - - Alhaalta ylös / Neuroverkot - - Evolutionaarinen - - Synergeettinen / Emergentti tekoäly + - Tekoälyn lähestymistavat + - Ylhäältä alas/Symbolinen + - Alhaalta ylös/Neuraalinen + - Evolutiivinen + - Synergeettinen / Emergenssi tekoäly - [Microsoft AI Business School](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) ## [Symbolinen tekoäly](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - Tiedon esittäminen - [Asiantuntijajärjestelmät](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - [Ontologiat](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - - Semanttinen verkko + - Semanttinen web -## [Neuroverkot](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) +## [Neuraaliverkot](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - [Perceptron](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - [Monikerroksiset verkot](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - [Johdatus kehyksiin](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - - [Ylilohkoaminen](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) + - [Ylisovittaminen](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) -## [Konenäkö](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) +## [Tietokonenäkö](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - MS Learnissa - - [Tekoälyn perusteet: Tutustu konenäköön](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - - [Konenäkö PyTorchilla](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - - [Konenäkö TensorFlowlla](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [Johdatus konenäköön. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - - [Konvoluutiot](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) + - [AI Fundamentals: Tutustu tietokonenäköön](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [Tietokonenäkö PyTorchilla](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) + - [Tietokonenäkö TensorFlowlla](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [Johdatus tietokonenäköön. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - [Konvoluutioverkot](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - [CNN-arkkitehtuurit](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - - [Siirto-oppiminen](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - - [Koulutusvinkit](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - - [Autokooderit ja VAE:t](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - - [Generatiiviset vastakkaisverkot](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) + - [Siirtäminen oppiminen](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) + - [Koulutusvinkkejä](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) + - [Autoenkooderit ja VAE:t](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) + - [Generatiiviset kilpailevat verkot](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - [Tyylinsiirto](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - - [Objektien tunnistus](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) + - [Objektintunnistus](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - [Segmentointi](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) - + ## [Luonnollisen kielen käsittely](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - MS Learnissa - - [Tekoälyn perusteet: Tutustu NLP:hen](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - [AI Fundamentals: Tutustu NLP:hen](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - [NLP PyTorchilla](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - [NLP TensorFlowlla](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - [Tekstin esittäminen](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - - Sanapussit + - Sanakori - TF/IDF - [Semanttiset upotukset](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - Word2Vec - GloVE - - [Kielimallinnus](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) - - [Toistuvat neuroverkot](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) + - [Kielimallit](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) + - [Takautuvat neuraaliverkot](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) - LSTM - GRU - - [Generatiiviset toistuvat verkot](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) + - [Generatiiviset takautuvat verkot](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - [Transformerit ja BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - - [Nimien tunnistus](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - - [Tekstintuotanto ja GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) - -## Muut tekniikat + - [Nimettyjen entiteettien tunnistus](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) + - [Tekstin generointi ja GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) +## Muut menetelmät - [Geneettiset algoritmit](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - [Syvä vahvistusoppiminen](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - [Moniagenttijärjestelmät](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) -## [Tekoälyn etiikka](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) +## [AI Etiikka](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - [MS Learn vastuullisesta tekoälystä](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) - -## Ekstrat +## Extras - [Multimodaaliset verkot](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - DALL-E @@ -76,5 +74,7 @@ --- + **Vastuuvapauslauseke**: -Tämä asiakirja on käännetty käyttämällä tekoälypohjaista käännöspalvelua [Co-op Translator](https://github.com/Azure/co-op-translator). Vaikka pyrimme tarkkuuteen, huomioithan, että automaattiset käännökset voivat sisältää virheitä tai epätarkkuuksia. Alkuperäinen asiakirja sen alkuperäisellä kielellä tulisi pitää ensisijaisena lähteenä. Kriittisen tiedon osalta suositellaan ammattimaista ihmiskäännöstä. Emme ole vastuussa väärinkäsityksistä tai virhetulkinnoista, jotka johtuvat tämän käännöksen käytöstä. \ No newline at end of file +Tämä asiakirja on käännetty käyttämällä tekoälykäännöspalvelua [Co-op Translator](https://github.com/Azure/co-op-translator). Vaikka pyrimme tarkkuuteen, ota huomioon, että automaattiset käännökset voivat sisältää virheitä tai epätarkkuuksia. Alkuperäinen asiakirja sen omalla kielellä on katsottava auktoriteettiseksi lähteeksi. Tärkeissä asioissa suositellaan ammattimaista ihmiskäännöstä. Emme ole vastuussa tämän käännöksen käytöstä johtuvista väärinymmärryksistä tai tulkinnoista. + \ No newline at end of file diff --git a/translations/nl/.co-op-translator.json b/translations/nl/.co-op-translator.json index 7c299fb4..8fdb2fc8 100644 --- a/translations/nl/.co-op-translator.json +++ b/translations/nl/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "nl" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-28T20:11:05+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T15:39:20+00:00", "source_file": "etc/Mindmap.md", "language_code": "nl" }, diff --git a/translations/nl/etc/Mindmap.md b/translations/nl/etc/Mindmap.md index 35ac0c26..1d93fa00 100644 --- a/translations/nl/etc/Mindmap.md +++ b/translations/nl/etc/Mindmap.md @@ -7,18 +7,18 @@ - Top-down/Symbolisch - Bottom-up/Neuraal - Evolutionair - - Synergetische / Emergerende AI + - Synergetisch / Emergent AI - [Microsoft AI Business School](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) ## [Symbolische AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - Kennisrepresentatie - [Expertsystemen](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - [Ontologieën](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - - Semantisch Web + - Semantisch web ## [Neurale Netwerken](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - [Perceptron](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - - [Multi-layered Netwerken](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) + - [Meerlagige Netwerken](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - [Introductie tot Frameworks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) @@ -29,43 +29,43 @@ - [AI Fundamentals: Verken Computer Vision](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - [CV met PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - [CV met TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [Introductie tot CV. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - [Intro tot CV. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - [Convolutionele Netwerken](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - [CNN Architecturen](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - [Transfer Learning](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - - [Trainingsmethoden](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) + - [Trainingstrucs](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - [Autoencoders en VAEs](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - - [Generative Adversarial Networks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - - [Stijltransfer](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) + - [Generatieve Tegenovergestelde Netwerken](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) + - [Stijloverdracht](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - [Objectdetectie](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - [Segmentatie](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) -## [Natural Language Processing](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) +## [Natuurlijke Taalverwerking](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - Op MS Learn - [AI Fundamentals: Verken NLP](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - [NLP met PyTorch](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - [NLP met TensorFlow](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [Tekstrepresentatie](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - - Bag of Words + - [Tekstwaarneming](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) + - Zak Woorden - TF/IDF - [Semantische Embeddings](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - Word2Vec - GloVE - [Taalmodellering](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) - - [Recurrente Neurale Netwerken](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) + - [Terugkerende Neurale Netwerken](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) - LSTM - GRU - - [Generatieve Recurrente Netwerken](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) + - [Generatieve Terugkerende Netwerken](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - [Transformers en BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - [Named Entity Recognition](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - [Tekstgeneratie en GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) ## Andere Technieken - [Genetische Algoritmen](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - - [Diepe Versterkingsleren](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) + - [Diep Versterkend Leren](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - [Multi-Agent Systemen](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) ## [AI Ethiek](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - - [MS Learn over Verantwoorde AI](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) + - [MS Learn over Verantwoordelijke AI](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) ## Extra's - [Multimodale Netwerken](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) @@ -74,5 +74,7 @@ --- + **Disclaimer**: -Dit document is vertaald met behulp van de AI-vertalingsservice [Co-op Translator](https://github.com/Azure/co-op-translator). Hoewel we ons best doen voor nauwkeurigheid, dient u zich ervan bewust te zijn dat geautomatiseerde vertalingen fouten of onnauwkeurigheden kunnen bevatten. Het originele document in zijn oorspronkelijke taal moet worden beschouwd als de gezaghebbende bron. Voor cruciale informatie wordt professionele menselijke vertaling aanbevolen. Wij zijn niet aansprakelijk voor misverstanden of verkeerde interpretaties die voortvloeien uit het gebruik van deze vertaling. \ No newline at end of file +Dit document is vertaald met behulp van de AI-vertalingsservice [Co-op Translator](https://github.com/Azure/co-op-translator). Hoewel we streven naar nauwkeurigheid, dient u er rekening mee te houden dat geautomatiseerde vertalingen fouten of onnauwkeurigheden kunnen bevatten. Het oorspronkelijke document in de originele taal moet als de gezaghebbende bron worden beschouwd. Voor kritieke informatie wordt professionele menselijke vertaling aanbevolen. Wij zijn niet aansprakelijk voor enige misverstanden of verkeerde interpretaties die voortvloeien uit het gebruik van deze vertaling. + \ No newline at end of file diff --git a/translations/no/.co-op-translator.json b/translations/no/.co-op-translator.json index 455ef1f0..76f032a9 100644 --- a/translations/no/.co-op-translator.json +++ b/translations/no/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "no" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-28T16:05:24+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T15:38:02+00:00", "source_file": "etc/Mindmap.md", "language_code": "no" }, diff --git a/translations/no/etc/Mindmap.md b/translations/no/etc/Mindmap.md index f0b82351..a8c6d10e 100644 --- a/translations/no/etc/Mindmap.md +++ b/translations/no/etc/Mindmap.md @@ -1,11 +1,11 @@ # AI ## [Introduksjon til AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - - Definisjon av AI - - Historien til AI + - AI-definisjon + - AI-historie - Tilnærminger til AI - - Top-down/Symbolsk - - Bottom-up/Neuralt + - Topp-ned/Symbolsk + - Bunn-opp/Neuralt - Evolusjonær - Synergetisk / Fremvoksende AI - [Microsoft AI Business School](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) @@ -16,9 +16,9 @@ - [Ontologier](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - Semantisk web -## [Nevrale nettverk](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) +## [Neurale nettverk](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - [Perceptron](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - - [Flerlagsnettverk](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) + - [Flere-lags nettverk](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - [Introduksjon til rammeverk](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) @@ -26,26 +26,26 @@ ## [Datamaskinsyn](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - På MS Learn - - [AI Grunnleggende: Utforsk datamaskinsyn](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [AI-grunnlag: Utforsk datamaskinsyn](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - [Datamaskinsyn med PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - [Datamaskinsyn med TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - [Introduksjon til datamaskinsyn. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - [Konvolusjonsnettverk](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - [CNN-arkitekturer](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - - [Overføringslæring](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - - [Treningstips](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - - [Autoenkodere og VAEs](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - - [Generative Adversarial Networks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) + - [Transfer learning](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) + - [Trenings-triks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) + - [Autoenkodere og VAE](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) + - [Generative adversarial networks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - [Stiloverføring](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - [Objektdeteksjon](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - [Segmentering](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) -## [Naturlig språkprosessering](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) +## [Naturlig språkbehandling](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - På MS Learn - - [AI Grunnleggende: Utforsk NLP](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - [AI-grunnlag: Utforsk NLP](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - [NLP med PyTorch](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - [NLP med TensorFlow](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [Tekstrepresentasjon](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) + - [Tekstreprensentasjon](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - Bag of Words - TF/IDF - [Semantiske innebygginger](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) @@ -56,15 +56,15 @@ - LSTM - GRU - [Generative rekurrente nettverk](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - - [Transformers og BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - - [Navngitt enhetsgjenkjenning](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) + - [Transformere og BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) + - [Nevning av entitetsgjenkjenning](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - [Tekstgenerering og GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) ## Andre teknikker - [Genetiske algoritmer](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - - [Dyp forsterkende læring](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) + - [Dyp forsterkningslæring](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - [Multi-agent systemer](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) -## [AI Etikk](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) +## [AI-etikk](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - [MS Learn om ansvarlig AI](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) ## Ekstra - [Multimodale nettverk](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) @@ -74,5 +74,7 @@ --- -**Ansvarsfraskrivelse**: -Dette dokumentet er oversatt ved hjelp av AI-oversettelsestjenesten [Co-op Translator](https://github.com/Azure/co-op-translator). Selv om vi streber etter nøyaktighet, vær oppmerksom på at automatiserte oversettelser kan inneholde feil eller unøyaktigheter. Det originale dokumentet på sitt opprinnelige språk bør anses som den autoritative kilden. For kritisk informasjon anbefales profesjonell menneskelig oversettelse. Vi er ikke ansvarlige for misforståelser eller feiltolkninger som oppstår ved bruk av denne oversettelsen. \ No newline at end of file + +**Ansvarsfraskrivelse**: +Dette dokumentet er oversatt ved hjelp av AI-oversettelsestjenesten [Co-op Translator](https://github.com/Azure/co-op-translator). Selv om vi streber etter nøyaktighet, vennligst vær oppmerksom på at automatiske oversettelser kan inneholde feil eller unøyaktigheter. Det opprinnelige dokumentet på dets opprinnelige språk bør betraktes som den autoritative kilden. For kritisk informasjon anbefales profesjonell menneskelig oversettelse. Vi er ikke ansvarlige for eventuelle misforståelser eller feiltolkninger som oppstår ved bruk av denne oversettelsen. + \ No newline at end of file From b906328ec13f95b4f6ca9a6a0dcc51711383c7a9 Mon Sep 17 00:00:00 2001 From: "localizeflow[bot]" Date: Mon, 20 Apr 2026 15:43:28 +0000 Subject: [PATCH 04/17] chore(i18n): sync translations with latest source changes (chunk 1/1, 6 changes) --- translations/bn/.co-op-translator.json | 4 +- translations/bn/etc/Mindmap.md | 88 +++++++++-------- translations/hi/.co-op-translator.json | 4 +- translations/hi/etc/Mindmap.md | 130 +++++++++++++------------ translations/ko/.co-op-translator.json | 4 +- translations/ko/etc/Mindmap.md | 56 ++++++----- 6 files changed, 147 insertions(+), 139 deletions(-) diff --git a/translations/bn/.co-op-translator.json b/translations/bn/.co-op-translator.json index 142d1744..4f04e1c2 100644 --- a/translations/bn/.co-op-translator.json +++ b/translations/bn/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "bn" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-26T11:21:59+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T15:43:20+00:00", "source_file": "etc/Mindmap.md", "language_code": "bn" }, diff --git a/translations/bn/etc/Mindmap.md b/translations/bn/etc/Mindmap.md index b7410e62..88bdfeb6 100644 --- a/translations/bn/etc/Mindmap.md +++ b/translations/bn/etc/Mindmap.md @@ -1,76 +1,80 @@ -# এআই +# AI -## [এআই পরিচিতি](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - - এআই এর সংজ্ঞা - - এআই এর ইতিহাস - - এআই এর পদ্ধতিগুলো - - টপ-ডাউন/প্রতীকী +## [AI পরিচিতি](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) + - AI সংজ্ঞা + - AI এর ইতিহাস + - AI এর পদ্ধতি + - টপ-ডাউন/সিম্বলিক - বটম-আপ/নিউরাল - - বিবর্তনমূলক - - সাইনার্জেটিক / উদ্ভূত এআই - - [মাইক্রোসফট এআই বিজনেস স্কুল](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) + - বিবর্তনাত্মক + - সাইনার্জেটিক / ইমার্জেন্ট AI + - [Microsoft AI বিজনেস স্কুল](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) -## [প্রতীকী এআই](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - - জ্ঞান উপস্থাপন - - [বিশেষজ্ঞ সিস্টেম](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - - [অন্তর্নির্মিতি](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - - সেমান্টিক ওয়েব +## [সিম্বলিক AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) + - জ্ঞানের উপস্থাপনা + - [এক্সপার্ট সিস্টেম](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) + - [অন্টোলজি](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) + - সেম্যান্টিক ওয়েব -## [নিউরাল নেটওয়ার্ক](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - - [পারসেপট্রন](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - - [মাল্টি-লেয়ারড নেটওয়ার্ক](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - - [ফ্রেমওয়ার্কের পরিচিতি](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) +## [নিউরাল নেটওয়ার্ক](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) + - [পারসেপ্ট্রন](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) + - [মাল্টি-লেয়ার নেটওয়ার্ক](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) + - [ফ্রেমওয়ার্ক্সের পরিচিতি](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - [ওভারফিটিং](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) ## [কম্পিউটার ভিশন](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - - এমএস লার্ন-এ - - [এআই ফান্ডামেন্টালস: কম্পিউটার ভিশন অন্বেষণ করুন](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - - [PyTorch দিয়ে কম্পিউটার ভিশন](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - - [TensorFlow দিয়ে কম্পিউটার ভিশন](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [কম্পিউটার ভিশনের পরিচিতি। OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - MS Learn এ + - [AI মুলনীতি: কম্পিউটার ভিশন অন্বেষণ করুন](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [PyTorch দিয়ে CV](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) + - [TensorFlow দিয়ে CV](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [CV পরিচিতি, OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - [কনভলিউশনাল নেটওয়ার্ক](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - - [সিএনএন আর্কিটেকচার](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) + - [CNN আর্কিটেকচার](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - [ট্রান্সফার লার্নিং](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - [ট্রেনিং ট্রিকস](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - - [অটোএনকোডার এবং ভিএইএস](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - - [জেনারেটিভ অ্যাডভারসারিয়াল নেটওয়ার্ক](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) + - [অটোএনকোডার এবং VAE](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) + - [জেনোরেটিভ অ্যাডভার্সারিয়াল নেটওয়ার্ক](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - [স্টাইল ট্রান্সফার](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - [অবজেক্ট ডিটেকশন](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - [সেগমেন্টেশন](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) ## [ন্যাচারাল ল্যাঙ্গুয়েজ প্রসেসিং](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - - এমএস লার্ন-এ - - [এআই ফান্ডামেন্টালস: এনএলপি অন্বেষণ করুন](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - - [PyTorch দিয়ে এনএলপি](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - - [TensorFlow দিয়ে এনএলপি](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [টেক্সট উপস্থাপন](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) + - MS Learn এ + - [AI মুলনীতি: NLP অন্বেষণ করুন](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - [PyTorch দিয়ে NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) + - [TensorFlow দিয়ে NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [টেক্সট উপস্থাপনা](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - ব্যাগ অফ ওয়ার্ডস - - টিএফ/আইডিএফ - - [সেমান্টিক এমবেডিংস](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) + - TF/IDF + - [সেম্যান্টিক এমবেডিংস](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - Word2Vec - GloVE - [ল্যাঙ্গুয়েজ মডেলিং](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) - [রিকারেন্ট নিউরাল নেটওয়ার্ক](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) - - এলএসটিএম - - জিআরইউ + - LSTM + - GRU - [জেনারেটিভ রিকারেন্ট নেটওয়ার্ক](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - - [ট্রান্সফরমার এবং BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) + - [ট্রান্সফর্মার এবং BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - [নেমড এন্টিটি রিকগনিশন](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - [টেক্সট জেনারেশন এবং GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) -## অন্যান্য কৌশল +## অন্যান্য পদ্ধতি - [জেনেটিক অ্যালগরিদম](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - - [ডিপ রিইনফোর্সমেন্ট লার্নিং](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) + - [ডীপ রিইনফোর্সমেন্ট লার্নিং](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - [মাল্টি-এজেন্ট সিস্টেম](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) -## [এআই নৈতিকতা](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - - [দায়িত্বশীল এআই সম্পর্কে এমএস লার্ন](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) +## [AI নীতি-বোধ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) + - [MS Learn এ দায়িত্বশীল AI বিষয়ক](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) ## অতিরিক্ত - [মাল্টিমোডাল নেটওয়ার্ক](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - DALL-E - VQ-GAN -**অস্বীকৃতি**: -এই নথিটি AI অনুবাদ পরিষেবা [Co-op Translator](https://github.com/Azure/co-op-translator) ব্যবহার করে অনুবাদ করা হয়েছে। আমরা যথাসম্ভব সঠিকতা নিশ্চিত করার চেষ্টা করি, তবে অনুগ্রহ করে মনে রাখবেন যে স্বয়ংক্রিয় অনুবাদে ত্রুটি বা অসঙ্গতি থাকতে পারে। মূল ভাষায় থাকা নথিটিকে প্রামাণিক উৎস হিসেবে বিবেচনা করা উচিত। গুরুত্বপূর্ণ তথ্যের জন্য, পেশাদার মানব অনুবাদ সুপারিশ করা হয়। এই অনুবাদ ব্যবহারের ফলে কোনো ভুল বোঝাবুঝি বা ভুল ব্যাখ্যা হলে আমরা তার জন্য দায়ী থাকব না। \ No newline at end of file +--- + + +**ব্যাখ্যা**: +এই নথিটি এআই অনুবাদ পরিষেবা [Co-op Translator](https://github.com/Azure/co-op-translator) ব্যবহার করে অনূদিত হয়েছে। যদিও আমরা সঠিকতার জন্য চেষ্টা করি, অনুগ্রহ করে জেনে রাখুন যে স্বয়ংক্রিয় অনুবাদে ত্রুটি বা অসম্পূর্ণতা থাকতে পারে। মূল নথিটি তার স্থানীয় ভাষায়ই কর্তৃত্বপূর্ণ উৎস হিসেবে গণ্য করা উচিত। গুরুত্বপূর্ণ তথ্যের জন্য, পেশাদার মানব অনুবাদের পরামর্শ দেওয়া হয়। এই অনুবাদের ব্যবহার থেকে উদ্ভূত যে কোন ভুলবোঝাবুঝি বা ভুল ব্যাখ্যার জন্য আমরা দায়ী নই। + \ No newline at end of file diff --git a/translations/hi/.co-op-translator.json b/translations/hi/.co-op-translator.json index b31d2756..68549b3e 100644 --- a/translations/hi/.co-op-translator.json +++ b/translations/hi/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "hi" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-24T10:06:32+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T15:42:40+00:00", "source_file": "etc/Mindmap.md", "language_code": "hi" }, diff --git a/translations/hi/etc/Mindmap.md b/translations/hi/etc/Mindmap.md index 76a8194c..557f718b 100644 --- a/translations/hi/etc/Mindmap.md +++ b/translations/hi/etc/Mindmap.md @@ -1,78 +1,80 @@ # एआई ## [एआई का परिचय](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - - एआई की परिभाषा - - एआई का इतिहास - - एआई के दृष्टिकोण - - टॉप-डाउन/सिंबॉलिक - - बॉटम-अप/न्यूरल - - इवोल्यूशनरी - - सिनर्जेटिक / इमर्जेंट एआई - - [माइक्रोसॉफ्ट एआई बिजनेस स्कूल](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) + - एआई परिभाषा + - एआई का इतिहास + - एआई के दृष्टिकोण + - टॉप-डाउन/प्रतीकात्मक + - बॉटम-अप/न्यूरल + - विकासवादी + - परिसंयोजक / उभरता हुआ एआई + - [माइक्रोसॉफ्ट एआई बिजनेस स्कूल](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) -## [सिंबॉलिक एआई](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - - ज्ञान का प्रतिनिधित्व - - [एक्सपर्ट सिस्टम्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - - [ऑन्टोलॉजीज](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - - सेमांटिक वेब +## [प्रतीकात्मक एआई](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) + - ज्ञान प्रतिनिधित्व + - [विशेषज्ञ प्रणालियाँ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) + - [ऑन्टोलॉजीज़](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) + - सेमान्टिक वेब -## [न्यूरल नेटवर्क्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - - [पर्सेप्ट्रॉन](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - - [मल्टी-लेयर्ड नेटवर्क्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - - [फ्रेमवर्क्स का परिचय](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - - [ओवरफिटिंग](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) +## [न्यूरल नेटवर्क](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) + - [परसेप्ट्रोन](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) + - [मल्टी-लेयर्ड नेटवर्क](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) + - [फ्रेमवर्क्स का परिचय](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) + - [पाइटॉर्च](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) + - [टेंसरफ्लो](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) + - [ओवरफिटिंग](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) ## [कंप्यूटर विज़न](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - - MS Learn पर - - [एआई फंडामेंटल्स: कंप्यूटर विज़न का अन्वेषण करें](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - - [PyTorch के साथ कंप्यूटर विज़न](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - - [TensorFlow के साथ कंप्यूटर विज़न](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [कंप्यूटर विज़न का परिचय। OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - - [कन्वोल्यूशनल नेटवर्क्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - - [सीएनएन आर्किटेक्चर्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - - [ट्रांसफर लर्निंग](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - - [ट्रेनिंग ट्रिक्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - - [ऑटोएन्कोडर्स और वीएई](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - - [जेनरेटिव एडवर्सेरियल नेटवर्क्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - - [स्टाइल ट्रांसफर](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - - [ऑब्जेक्ट डिटेक्शन](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - - [सेगमेंटेशन](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) - + - एमएस लर्न पर + - [एआई फंडामेंटल: कंप्यूटर विज़न एक्सप्लोर करें](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [पाइटॉर्च के साथ सीवी](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) + - [टेंसरफ्लो के साथ सीवी](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [सीवी का परिचय। ओपनसीवी](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - [कन्वोल्यूशनल नेटवर्क्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) + - [सीएनएन आर्किटेक्चर](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) + - [ट्रांसफर लर्निंग](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) + - [ट्रेनिंग ट्रिक्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) + - [ऑटोएन्कोडर और वीएई](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) + - [जेनेरेटिव एडवर्सेरियल नेटवर्क्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) + - [स्टाइल ट्रांसफर](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) + - [ऑब्जेक्ट डिटेक्शन](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) + - [सेगमेंटेशन](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) + ## [नेचुरल लैंग्वेज प्रोसेसिंग](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - - MS Learn पर - - [एआई फंडामेंटल्स: एनएलपी का अन्वेषण करें](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - - [PyTorch के साथ एनएलपी](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - - [TensorFlow के साथ एनएलपी](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [टेक्स्ट प्रतिनिधित्व](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - - बैग ऑफ वर्ड्स - - TF/IDF - - [सेमांटिक एम्बेडिंग्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - - Word2Vec - - GloVE - - [लैंग्वेज मॉडलिंग](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) - - [रिकरेंट न्यूरल नेटवर्क्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) - - LSTM - - GRU - - [जेनरेटिव रिकारेंट नेटवर्क्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - - [ट्रांसफॉर्मर्स और BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - - [नेम्ड एंटिटी रिकग्निशन](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - - [टेक्स्ट जनरेशन और GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) - + - एमएस लर्न पर + - [एआई फंडामेंटल: नेचुरल लैंग्वेज प्रोसेसिंग एक्सप्लोर करें](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - [पाइटॉर्च के साथ NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) + - [टेंसरफ्लो के साथ NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [टेक्स्ट प्रतिनिधित्व](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) + - बैग ऑफ वर्ड्स + - TF/IDF + - [सेमान्टिक एम्बेडिंग्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) + - वर्ड2वेक + - ग्लोव + - [भाषा मॉडलिंग](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) + - [रिकरंट न्यूरल नेटवर्क्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) + - एलएसटीएम + - जीआरयू + - [जेनेरेटिव रिकरंट नेटवर्क्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) + - [ट्रांसफॉर्मर्स और बीईआरटी](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) + - [नामित इकाई मान्यता](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) + - [टेक्स्ट जनरेशन और जीपीटी](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) ## अन्य तकनीकें - - [जेनेटिक एल्गोरिदम्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - - [डीप रिइंफोर्समेंट लर्निंग](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - - [मल्टी-एजेंट सिस्टम्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) + - [जेनेटिक एल्गोरिदम](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) + - [डीप रिइन्फोर्समेंट लर्निंग](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) + - [मल्टी-एजेंट सिस्टम](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) ## [एआई नैतिकता](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - - [जिम्मेदार एआई पर MS Learn](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) + - [एमएस लर्न पर जिम्मेदार एआई](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) +## एक्सट्रा + - [मल्टीमॉडल नेटवर्क्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) + - [क्लिप](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) + - DALL-E + - VQ-GAN -## अतिरिक्त - - [मल्टीमॉडल नेटवर्क्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - - DALL-E - - VQ-GAN +--- + **अस्वीकरण**: -यह दस्तावेज़ AI अनुवाद सेवा [Co-op Translator](https://github.com/Azure/co-op-translator) का उपयोग करके अनुवादित किया गया है। जबकि हम सटीकता के लिए प्रयासरत हैं, कृपया ध्यान दें कि स्वचालित अनुवाद में त्रुटियां या अशुद्धियां हो सकती हैं। मूल भाषा में उपलब्ध मूल दस्तावेज़ को प्रामाणिक स्रोत माना जाना चाहिए। महत्वपूर्ण जानकारी के लिए, पेशेवर मानव अनुवाद की सिफारिश की जाती है। इस अनुवाद के उपयोग से उत्पन्न किसी भी गलतफहमी या गलत व्याख्या के लिए हम उत्तरदायी नहीं हैं। \ No newline at end of file +यह दस्तावेज़ AI अनुवाद सेवा [Co-op Translator](https://github.com/Azure/co-op-translator) का उपयोग करके अनूदित किया गया है। जबकि हम सटीकता के लिए प्रयासरत हैं, कृपया ध्यान दें कि स्वचालित अनुवादों में त्रुटियाँ या असत्यताएँ हो सकती हैं। मूल दस्तावेज़ उसकी मूल भाषा में अधिकारिक स्रोत माना जाना चाहिए। महत्वपूर्ण जानकारी के लिए, पेशेवर मानव अनुवाद की अनुशंसा की जाती है। इस अनुवाद के उपयोग से उत्पन्न किसी भी गलतफहमी या गलत व्याख्याओं के लिए हम जिम्मेदार नहीं हैं। + \ No newline at end of file diff --git a/translations/ko/.co-op-translator.json b/translations/ko/.co-op-translator.json index 1a8b3c39..5b002c57 100644 --- a/translations/ko/.co-op-translator.json +++ b/translations/ko/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "ko" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-24T21:38:47+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T15:42:02+00:00", "source_file": "etc/Mindmap.md", "language_code": "ko" }, diff --git a/translations/ko/etc/Mindmap.md b/translations/ko/etc/Mindmap.md index 03e86c85..d2309aab 100644 --- a/translations/ko/etc/Mindmap.md +++ b/translations/ko/etc/Mindmap.md @@ -3,14 +3,14 @@ ## [AI 소개](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - AI 정의 - AI 역사 - - AI 접근 방식 - - 상향식/기호적 - - 하향식/신경망 + - AI 접근법 + - 탑다운/심볼릭 + - 보텀업/신경망 - 진화적 - - 협력적/발현적 AI + - 시너제틱 / 출현형 AI - [Microsoft AI 비즈니스 스쿨](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) -## [기호적 AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) +## [심볼릭 AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - 지식 표현 - [전문가 시스템](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - [온톨로지](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) @@ -22,31 +22,31 @@ - [프레임워크 소개](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - - [오버피팅](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) + - [과적합](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) ## [컴퓨터 비전](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - MS Learn에서 - - [AI 기초: 컴퓨터 비전 탐구](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - - [PyTorch를 활용한 컴퓨터 비전](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - - [TensorFlow를 활용한 컴퓨터 비전](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [컴퓨터 비전 소개. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - - [합성곱 신경망](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) + - [AI 기초: 컴퓨터 비전 탐험하기](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [PyTorch로 CV](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) + - [TensorFlow로 CV](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [CV 소개. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - [컨볼루션 신경망](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - [CNN 아키텍처](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - [전이 학습](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - [학습 팁](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - [오토인코더와 VAE](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - [생성적 적대 신경망](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - - [스타일 전이](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - - [객체 탐지](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - - [세그멘테이션](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) + - [스타일 변환](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) + - [객체 검출](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) + - [분할](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) ## [자연어 처리](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - MS Learn에서 - - [AI 기초: NLP 탐구](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - - [PyTorch를 활용한 NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - - [TensorFlow를 활용한 NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [AI 기초: 자연어 처리 탐험하기](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - [PyTorch로 NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) + - [TensorFlow로 NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - [텍스트 표현](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - - Bag of Words + - 단어 집합 - TF/IDF - [시맨틱 임베딩](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - Word2Vec @@ -55,24 +55,26 @@ - [순환 신경망](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) - LSTM - GRU - - [생성적 순환 신경망](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) + - [생성 순환 신경망](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - [트랜스포머와 BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - [개체명 인식](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - [텍스트 생성과 GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) - -## 기타 기술 +## 기타 기법 - [유전 알고리즘](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - - [심층 강화 학습](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - - [다중 에이전트 시스템](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) + - [딥 강화 학습](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) + - [멀티 에이전트 시스템](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) ## [AI 윤리](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - - [MS Learn에서 책임 있는 AI](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) - -## 추가 자료 + - [MS Learn의 책임 있는 AI](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) +## 기타 - [멀티모달 네트워크](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - DALL-E - VQ-GAN +--- + + **면책 조항**: -이 문서는 AI 번역 서비스 [Co-op Translator](https://github.com/Azure/co-op-translator)를 사용하여 번역되었습니다. 정확성을 위해 최선을 다하고 있지만, 자동 번역에는 오류나 부정확성이 포함될 수 있습니다. 원본 문서의 원어 버전을 권위 있는 출처로 간주해야 합니다. 중요한 정보의 경우, 전문적인 인간 번역을 권장합니다. 이 번역 사용으로 인해 발생하는 오해나 잘못된 해석에 대해 책임을 지지 않습니다. \ No newline at end of file +이 문서는 AI 번역 서비스 [Co-op Translator](https://github.com/Azure/co-op-translator)를 사용하여 번역되었습니다. 정확성을 위해 노력하고 있으나, 자동 번역에는 오류나 부정확성이 포함될 수 있음을 유의해 주시기 바랍니다. 원본 문서는 해당 언어로 된 원본 문서를 권위 있는 자료로 간주해야 합니다. 중요한 정보의 경우 전문 번역가의 번역을 권장합니다. 본 번역 사용으로 인해 발생하는 어떠한 오해나 잘못된 해석에 대해 책임을 지지 않습니다. + \ No newline at end of file From 1a5d5b07011ab6d5a6ace0c635cfb910638aae15 Mon Sep 17 00:00:00 2001 From: "localizeflow[bot]" Date: Mon, 20 Apr 2026 15:47:01 +0000 Subject: [PATCH 05/17] chore(i18n): sync translations with latest source changes (chunk 1/1, 6 changes) --- translations/bg/.co-op-translator.json | 4 +- translations/bg/etc/Mindmap.md | 40 +++++++------- translations/ro/.co-op-translator.json | 4 +- translations/ro/etc/Mindmap.md | 68 ++++++++++++------------ translations/sr/.co-op-translator.json | 4 +- translations/sr/etc/Mindmap.md | 72 +++++++++++++------------- 6 files changed, 99 insertions(+), 93 deletions(-) diff --git a/translations/bg/.co-op-translator.json b/translations/bg/.co-op-translator.json index 2dc3a111..c00f496d 100644 --- a/translations/bg/.co-op-translator.json +++ b/translations/bg/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "bg" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-26T00:50:16+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T15:46:20+00:00", "source_file": "etc/Mindmap.md", "language_code": "bg" }, diff --git a/translations/bg/etc/Mindmap.md b/translations/bg/etc/Mindmap.md index 194fdfdc..539820a4 100644 --- a/translations/bg/etc/Mindmap.md +++ b/translations/bg/etc/Mindmap.md @@ -1,16 +1,16 @@ # AI ## [Въведение в AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - - Дефиниция на AI + - Определение на AI - История на AI - Подходи към AI - - Отгоре-надолу/Символичен + - Отгоре-надолу/Символен - Отдолу-нагоре/Невронен - Еволюционен - - Синергетичен / Емергентен AI + - Синергичен / Емергентен AI - [Microsoft AI Business School](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) -## [Символичен AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) +## [Символен AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - Представяне на знания - [Експертни системи](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - [Онтологии](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) @@ -19,24 +19,24 @@ ## [Невронни мрежи](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - [Перцептрон](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - [Многослойни мрежи](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - - [Въведение във фреймуъркове](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) + - [Въведение във Frameworks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - - [Пренасищане](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) + - [Пренасищане (Overfitting)](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) ## [Компютърно зрение](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - В MS Learn - [Основи на AI: Изследване на компютърно зрение](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - [Компютърно зрение с PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - [Компютърно зрение с TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [Въведение в компютърно зрение. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - [Въведение в CV. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - [Конволюционни мрежи](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - [Архитектури на CNN](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - - [Пренос на обучение](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - - [Трикове за обучение](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - - [Автокодери и VAEs](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) + - [Трансферно обучение](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) + - [Трикчета за обучение](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) + - [Автокодировачи и VAE](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - [Генеративни състезателни мрежи](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - - [Пренос на стил](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) + - [Стилов трансфер](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - [Обектно разпознаване](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - [Сегментация](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) @@ -51,28 +51,30 @@ - [Семантични вграждания](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - Word2Vec - GloVE - - [Моделиране на език](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) + - [Моделиране на езика](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) - [Рекурентни невронни мрежи](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) - LSTM - GRU - [Генеративни рекурентни мрежи](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - [Трансформъри и BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - [Разпознаване на именувани обекти](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - - [Генериране на текст и GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) - + - [Генерация на текст и GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) ## Други техники - [Генетични алгоритми](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - - [Дълбоко обучение чрез подсилване](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - - [Системи с множество агенти](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) + - [Дълбоко подсилващо обучение](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) + - [Многоагентни системи](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) ## [Етика в AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - [MS Learn за отговорен AI](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) - -## Екстри +## Допълнително - [Мултимодални мрежи](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - DALL-E - VQ-GAN +--- + + **Отказ от отговорност**: -Този документ е преведен с помощта на AI услуга за превод [Co-op Translator](https://github.com/Azure/co-op-translator). Въпреки че се стремим към точност, моля, имайте предвид, че автоматизираните преводи може да съдържат грешки или неточности. Оригиналният документ на неговия роден език трябва да се счита за авторитетен източник. За критична информация се препоръчва професионален човешки превод. Не носим отговорност за недоразумения или погрешни интерпретации, произтичащи от използването на този превод. \ No newline at end of file +Този документ е преведен с помощта на AI преводаческа услуга [Co-op Translator](https://github.com/Azure/co-op-translator). Въпреки че се стремим към точност, моля, имайте предвид, че автоматизираните преводи могат да съдържат грешки или неточности. Оригиналният документ на неговия роден език трябва да се счита за авторитетен източник. За критична информация се препоръчва професионален човешки превод. Не носим отговорност за каквито и да е недоразумения или неправилни тълкувания, произтичащи от използването на този превод. + \ No newline at end of file diff --git a/translations/ro/.co-op-translator.json b/translations/ro/.co-op-translator.json index d921c87f..769e67d6 100644 --- a/translations/ro/.co-op-translator.json +++ b/translations/ro/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "ro" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-26T00:49:53+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T15:45:44+00:00", "source_file": "etc/Mindmap.md", "language_code": "ro" }, diff --git a/translations/ro/etc/Mindmap.md b/translations/ro/etc/Mindmap.md index adcf2d75..62ec409e 100644 --- a/translations/ro/etc/Mindmap.md +++ b/translations/ro/etc/Mindmap.md @@ -3,76 +3,78 @@ ## [Introducere în AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - Definiția AI - Istoria AI - - Abordări ale AI - - De sus în jos/Symbolic + - Abordări în AI + - De sus în jos/Simbolic - De jos în sus/Neural - - Evolutivă - - Sinergică / AI emergentă + - Evoluționist + - Sinergic / AI Emergent - [Microsoft AI Business School](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) -## [AI Symbolic](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - - Reprezentarea cunoștințelor +## [AI Simbolic](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) + - Reprezentarea Cunoașterii - [Sisteme Expert](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - [Ontologii](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - - Web semantic + - Web Semantic -## [Rețele Neurale](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) +## [Rețele Neuronale](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - [Perceptron](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - [Rețele Multi-Stratificate](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - [Introducere în Framework-uri](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - - [Overfitting](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) + - [Suprainstruire](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) -## [Viziune Computațională](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) +## [Viziune Computerizată](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - Pe MS Learn - - [Fundamente AI: Explorarea Viziunii Computaționale](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - - [Viziune Computațională cu PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - - [Viziune Computațională cu TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [Introducere în Viziune Computațională. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - [Fundamente AI: Explorează Viziunea Computerizată](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [VC cu PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) + - [VC cu TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [Introducere în VC. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - [Rețele Convoluționale](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - [Arhitecturi CNN](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - - [Transfer de Învățare](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) + - [Învățare prin Transfer](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - [Trucuri de Antrenament](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - - [Autoencodere și VAEs](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) + - [Autoencodere și VAE-uri](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - [Rețele Generative Adversariale](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - [Transfer de Stil](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - - [Detectarea Obiectelor](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) + - [Detecția Obiectelor](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - [Segmentare](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) ## [Procesarea Limbajului Natural](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - Pe MS Learn - - [Fundamente AI: Explorarea NLP](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - - [NLP cu PyTorch](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - - [NLP cu TensorFlow](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [Fundamente AI: Explorează PLN](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - [PLN cu PyTorch](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) + - [PLN cu TensorFlow](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - [Reprezentarea Textului](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - Bag of Words - TF/IDF - - [Embeddings Semantice](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) + - [Încapsulări Semantice](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - Word2Vec - GloVE - [Modelarea Limbajului](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) - - [Rețele Neurale Recurente](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) + - [Rețele Neuronale Recurente](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) - LSTM - GRU - - [Rețele Recurente Generative](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - - [Transformers și BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - - [Recunoașterea Entităților Numite](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - - [Generarea Textului și GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) - + - [Rețele Generative Recurente](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) + - [Transformere și BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) + - [Recunoașterea Entităților Denumite](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) + - [Generarea de Text și GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) ## Alte Tehnici - [Algoritmi Genetici](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - - [Învățare de Reforțare Profundă](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) + - [Învățare Profundă prin Recompense](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - [Sisteme Multi-Agent](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) ## [Etica AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - - [MS Learn despre AI Responsabilă](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) - -## Extra + - [MS Learn despre AI Responsabil](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) +## Extras - [Rețele Multimodale](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - DALL-E - VQ-GAN -**Declinarea responsabilității**: -Acest document a fost tradus folosind serviciul de traducere AI [Co-op Translator](https://github.com/Azure/co-op-translator). Deși ne străduim să asigurăm acuratețea, vă rugăm să rețineți că traducerile automate pot conține erori sau inexactități. Documentul original în limba sa natală ar trebui considerat sursa autoritară. Pentru informații critice, se recomandă traducerea profesională realizată de un specialist uman. Nu ne asumăm răspunderea pentru eventualele neînțelegeri sau interpretări greșite care pot apărea din utilizarea acestei traduceri. \ No newline at end of file +--- + + +**Declinare a responsabilității**: +Acest document a fost tradus folosind serviciul de traducere AI [Co-op Translator](https://github.com/Azure/co-op-translator). Deși ne străduim pentru acuratețe, vă rugăm să țineți cont că traducerile automate pot conține erori sau inexactități. Documentul original în limba sa nativă trebuie considerat sursa autoritativă. Pentru informații critice, se recomandă traducerea profesională realizată de un specialist uman. Nu ne asumăm răspunderea pentru orice neînțelegeri sau interpretări greșite care pot rezulta din utilizarea acestei traduceri. + \ No newline at end of file diff --git a/translations/sr/.co-op-translator.json b/translations/sr/.co-op-translator.json index 4f9af788..d03e7d64 100644 --- a/translations/sr/.co-op-translator.json +++ b/translations/sr/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "sr" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-26T00:50:40+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T15:46:53+00:00", "source_file": "etc/Mindmap.md", "language_code": "sr" }, diff --git a/translations/sr/etc/Mindmap.md b/translations/sr/etc/Mindmap.md index 98ff05e8..6b086b40 100644 --- a/translations/sr/etc/Mindmap.md +++ b/translations/sr/etc/Mindmap.md @@ -1,78 +1,80 @@ -# Вештачка интелигенција +# ВИ -## [Увод у вештачку интелигенцију](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - - Дефиниција вештачке интелигенције - - Историја вештачке интелигенције - - Приступи вештачкој интелигенцији - - Одозго на доле/Симболички - - Одоздо на горе/Неуронски +## [Увод у ВИ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) + - Дефиниција ВИ + - Историја ВИ + - Приступи ВИ + - Одозго-доле/Симболички + - Одоздо-горе/Невронски - Еволутивни - - Синергетски / Емергентна вештачка интелигенција + - Синергетски / Емергентни ВИ - [Microsoft AI Business School](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) -## [Симболичка вештачка интелигенција](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - - Репрезентација знања +## [Симболички ВИ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) + - Презентација знања - [Експертски системи](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - [Онтологије](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - Семантички веб -## [Неуронске мреже](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) +## [Невронске мреже](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - [Перцептрон](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - - [Мултислојне мреже](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - - [Увод у оквире](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) + - [Вишеслојне мреже](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) + - [Увод у framework-ове](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - - [Прекомерно прилагођавање](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) + - [Превише прилагођавања (Overfitting)](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) ## [Рачунарски вид](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - На MS Learn - - [Основе вештачке интелигенције: Истражите рачунарски вид](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [Основе ВИ: Истражите Рачунарски вид](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - [Рачунарски вид са PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - [Рачунарски вид са TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [Увод у рачунарски вид. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - [Увод у Рачунарски вид. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - [Конволуционе мреже](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - - [Архитектуре CNN](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) + - [CNN Архитектуре](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - [Трансфер учење](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - - [Трикови за тренирање](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - - [Аутоенкодери и варијациони аутоенкодери (VAE)](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - - [Генеративне супарничке мреже](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - - [Трансфер стила](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) + - [Трикови у обуци](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) + - [Аутокодери и ВАЕ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) + - [Генеративне супротстављене мреже](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) + - [Стилски трансфер](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - [Детекција објеката](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - [Сегментација](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) ## [Обрада природног језика](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - На MS Learn - - [Основе вештачке интелигенције: Истражите обраду природног језика](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - [Основе ВИ: Истражите Обраду природног језика](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - [Обрада природног језика са PyTorch](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - [Обрада природног језика са TensorFlow](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [Репрезентација текста](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) + - [Презентација текста](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - Врећа речи - TF/IDF - - [Семантички уградни вектори](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) + - [Семантичке уграђености](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - Word2Vec - GloVE - - [Моделирање језика](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) + - [Моделовање језика](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) - [Рекурентне неуронске мреже](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) - LSTM - GRU - [Генеративне рекурентне мреже](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - - [Трансформери и BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) + - [Трансформери и БЕРТ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - [Препознавање именованих ентитета](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - [Генерација текста и GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) - -## Друге технике +## Остале технике - [Генетски алгоритми](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - - [Дубоко учење путем појачања](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - - [Системи са више агената](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) + - [Дубоко појачано учење](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) + - [Мулти-агентски системи](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) -## [Етика вештачке интелигенције](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - - [MS Learn о одговорној вештачкој интелигенцији](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) - -## Додатно +## [Етика ВИ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) + - [MS Learn о Одговорном ВИ](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) +## Додаци - [Мултимодалне мреже](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - DALL-E - VQ-GAN +--- + + **Одрицање од одговорности**: -Овај документ је преведен коришћењем услуге за превођење помоћу вештачке интелигенције [Co-op Translator](https://github.com/Azure/co-op-translator). Иако настојимо да обезбедимо тачност, молимо вас да имате у виду да аутоматски преводи могу садржати грешке или нетачности. Оригинални документ на његовом изворном језику треба сматрати меродавним извором. За критичне информације препоручује се професионални превод од стране људи. Не преузимамо одговорност за било каква погрешна тумачења или неспоразуме који могу произаћи из коришћења овог превода. \ No newline at end of file +Овај документ је преведен помоћу AI услуге за превођење [Co-op Translator](https://github.com/Azure/co-op-translator). Иако тежимо прецизности, имајте у виду да аутоматизовани преводи могу да садрже грешке или нетачности. Изворни документ на његовом изворном језику треба сматрати ауторитетом. За критичне информације препоручује се професионални људски превод. Нисмо одговорни за било каква непоразумевања или погрешне интерпретације које произлазе из коришћења овог превода. + \ No newline at end of file From 6d0bafff2cec32864484be2358dc2eed8cb9487f Mon Sep 17 00:00:00 2001 From: "localizeflow[bot]" Date: Mon, 20 Apr 2026 15:51:00 +0000 Subject: [PATCH 06/17] chore(i18n): sync translations with latest source changes (chunk 1/1, 6 changes) --- translations/ms/.co-op-translator.json | 4 +- translations/ms/etc/Mindmap.md | 46 +++++---- translations/sw/.co-op-translator.json | 4 +- translations/sw/etc/Mindmap.md | 134 +++++++++++++------------ translations/tl/.co-op-translator.json | 4 +- translations/tl/etc/Mindmap.md | 28 +++--- 6 files changed, 112 insertions(+), 108 deletions(-) diff --git a/translations/ms/.co-op-translator.json b/translations/ms/.co-op-translator.json index 80183587..e3d14582 100644 --- a/translations/ms/.co-op-translator.json +++ b/translations/ms/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "ms" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-29T12:02:06+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T15:49:34+00:00", "source_file": "etc/Mindmap.md", "language_code": "ms" }, diff --git a/translations/ms/etc/Mindmap.md b/translations/ms/etc/Mindmap.md index 1b53f909..5107aaea 100644 --- a/translations/ms/etc/Mindmap.md +++ b/translations/ms/etc/Mindmap.md @@ -4,11 +4,11 @@ - Definisi AI - Sejarah AI - Pendekatan kepada AI - - Top-down/Symbolic - - Bottom-up/Neural + - Dari atas ke bawah/Simbolik + - Dari bawah ke atas/Neural - Evolusi - - AI Sinergi / Muncul - - [Microsoft AI Business School](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) + - Sinergi / AI Emergen + - [Sekolah Perniagaan AI Microsoft](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) ## [AI Simbolik](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - Perwakilan Pengetahuan @@ -18,8 +18,8 @@ ## [Rangkaian Neural](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - [Perceptron](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - - [Rangkaian Berlapis-Lapis](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - - [Pengenalan kepada Kerangka](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) + - [Rangkaian Berbilang Lapisan](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) + - [Pengenalan kepada Rangka Kerja](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - [Overfitting](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) @@ -27,46 +27,46 @@ ## [Penglihatan Komputer](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - Di MS Learn - [Asas AI: Terokai Penglihatan Komputer](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - - [CV dengan PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - - [CV dengan TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [Pengenalan kepada CV. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - - [Rangkaian Konvolusi](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) + - [Penglihatan Komputer dengan PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) + - [Penglihatan Komputer dengan TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [Pengenalan kepada Penglihatan Komputer. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - [Rangkaian Konvolusional](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - [Seni Bina CNN](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - - [Pembelajaran Pemindahan](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - - [Helah Latihan](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - - [Autoencoder dan VAE](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) + - [Pembelajaran Pindahan](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) + - [Trik Latihan](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) + - [Autoencoders dan VAE](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - [Rangkaian Adversarial Generatif](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - [Pemindahan Gaya](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - [Pengesanan Objek](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - [Segmentasi](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) -## [Pemprosesan Bahasa Semula Jadi](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) +## [Pemprosesan Bahasa Semulajadi](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - Di MS Learn - [Asas AI: Terokai NLP](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - [NLP dengan PyTorch](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - [NLP dengan TensorFlow](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - [Perwakilan Teks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - - Bag of Words + - Beg Perkataan - TF/IDF - - [Embedding Semantik](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) + - [Penyerapan Semantik](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - Word2Vec - GloVE - [Pemodelan Bahasa](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) - - [Rangkaian Neural Berulang](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) + - [Rangkaian Neural Rekuren](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) - LSTM - GRU - - [Rangkaian Berulang Generatif](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) + - [Rangkaian Rekuren Generatif](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - [Transformer dan BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - - [Pengecaman Entiti Bernama](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) + - [Pengenalan Entiti Bernama](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - [Penjanaan Teks dan GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) ## Teknik Lain - [Algoritma Genetik](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - - [Pembelajaran Pengukuhan Mendalam](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) + - [Pembelajaran Pengukuhan Dalam](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - [Sistem Berbilang Ejen](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) ## [Etika AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - [MS Learn tentang AI Bertanggungjawab](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) -## Tambahan +## Extras - [Rangkaian Multimodal](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - DALL-E @@ -74,5 +74,7 @@ --- + **Penafian**: -Dokumen ini telah diterjemahkan menggunakan perkhidmatan terjemahan AI [Co-op Translator](https://github.com/Azure/co-op-translator). Walaupun kami berusaha untuk memastikan ketepatan, sila ambil maklum bahawa terjemahan automatik mungkin mengandungi kesilapan atau ketidaktepatan. Dokumen asal dalam bahasa asalnya harus dianggap sebagai sumber yang berwibawa. Untuk maklumat penting, terjemahan manusia profesional adalah disyorkan. Kami tidak bertanggungjawab atas sebarang salah faham atau salah tafsir yang timbul daripada penggunaan terjemahan ini. \ No newline at end of file +Dokumen ini telah diterjemahkan menggunakan perkhidmatan terjemahan AI [Co-op Translator](https://github.com/Azure/co-op-translator). Walaupun kami berusaha untuk ketepatan, sila ambil perhatian bahawa terjemahan automatik mungkin mengandungi kesilapan atau ketidaktepatan. Dokumen asal dalam bahasa asalnya harus dianggap sebagai sumber yang sahih. Untuk maklumat penting, terjemahan profesional manusia adalah disyorkan. Kami tidak bertanggungjawab atas sebarang salah faham atau salah tafsir yang timbul daripada penggunaan terjemahan ini. + \ No newline at end of file diff --git a/translations/sw/.co-op-translator.json b/translations/sw/.co-op-translator.json index 79050808..8ed28d8e 100644 --- a/translations/sw/.co-op-translator.json +++ b/translations/sw/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "sw" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-25T21:06:41+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T15:50:52+00:00", "source_file": "etc/Mindmap.md", "language_code": "sw" }, diff --git a/translations/sw/etc/Mindmap.md b/translations/sw/etc/Mindmap.md index 591c0306..699e1210 100644 --- a/translations/sw/etc/Mindmap.md +++ b/translations/sw/etc/Mindmap.md @@ -1,78 +1,80 @@ # AI ## [Utangulizi wa AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - - Ufafanuzi wa AI - - Historia ya AI - - Njia za AI - - Juu-chini/Kiishara - - Chini-juu/Neural - - Mabadiliko ya Kimaumbile - - Synergetic / AI Inayojitokeza - - [Shule ya Biashara ya AI ya Microsoft](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) + - Maana ya AI + - Historia ya AI + - Mbinu za AI + - Juu-chini/Symbolic + - Chini-juu/Neural + - Mageuzi + - Synergetic / AI Inayoibuka + - [Shule ya Biashara ya Microsoft AI](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) -## [AI ya Kiishara](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - - Uwakilishi wa Maarifa - - [Mifumo ya Wataalamu](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - - [Ontolojia](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - - Wavuti ya Semantiki +## [AI ya Alama](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) + - Uwakilishi wa Maarifa + - [Mifumo ya Mtaalamu](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) + - [Ontolojia](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) + - Mtandao wa Ki-semantic -## [Mitandao ya Neural](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - - [Perceptron](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - - [Mitandao ya Tabaka Nyingi](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - - [Utangulizi wa Mfumo](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - - [Overfitting](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) - -## [Maono ya Kompyuta](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - - Kwenye MS Learn - - [Misingi ya AI: Chunguza Maono ya Kompyuta](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - - [CV na PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - - [CV na TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [Utangulizi wa CV. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - - [Mitandao ya Convolutional](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - - [Miundo ya CNN](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - - [Kujifunza kwa Uhamisho](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - - [Mbinu za Mafunzo](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - - [Autoencoders na VAEs](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - - [Mitandao ya Kizazi ya Adversarial](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - - [Uhamisho wa Mtindo](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - - [Utambuzi wa Vitu](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - - [Ugawaji](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) +## [Mitandao ya Neva](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) + - [Perseptron](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) + - [Mitandao ya Tabaka Nyingi](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) + - [Utangulizi wa Fremu za Kazi](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) + - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) + - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) + - [Kupata Zaidi (Overfitting)](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) +## [Uchunguzi wa Kompyuta](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) + - Katika MS Learn + - [Misingi ya AI: Chunguza Uchunguzi wa Kompyuta](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [CV na PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) + - [CV na TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [Utangulizi wa CV. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - [Mitandao ya Convolutional](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) + - [Miundo ya CNN](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) + - [Kujifunza kwa Transfer](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) + - [Mbinu za Mafunzo](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) + - [Autoencoders na VAEs](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) + - [Mitandao ya Ushindani ya Kizazi](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) + - [Usambazaji wa Mtindo](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) + - [Ugunduzi wa Vitu](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) + - [Ugawaji](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) + ## [Usindikaji wa Lugha Asilia](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - - Kwenye MS Learn - - [Misingi ya AI: Chunguza NLP](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - - [NLP na PyTorch](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - - [NLP na TensorFlow](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [Uwakilishi wa Maandishi](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - - Mfuko wa Maneno - - TF/IDF - - [Embeddings za Semantiki](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - - Word2Vec - - GloVE - - [Uundaji wa Lugha](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) - - [Mitandao ya Neural ya Kurudiarudia](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) - - LSTM - - GRU - - [Mitandao ya Kizazi ya Kurudiarudia](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - - [Transformers na BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - - [Utambuzi wa Vitu vya Majina](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - - [Uundaji wa Maandishi na GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) - + - Katika MS Learn + - [Misingi ya AI: Chunguza NLP](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - [NLP na PyTorch](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) + - [NLP na TensorFlow](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [Uwakilishi wa Maandishi](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) + - Begi la Maneno + - TF/IDF + - [Mifano ya Semantiki](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) + - Word2Vec + - GloVE + - [Uundaji wa Lugha](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) + - [Mitandao ya Neva ya Kurudia (Recurrent Neural Networks)](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) + - LSTM + - GRU + - [Mitandao ya Kurudia Inayoanzisha (Generative Recurrent Networks)](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) + - [Transformers na BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) + - [Utambuzi wa Kitu Chenye Jina (Named Entity Recognition)](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) + - [Uundaji wa Maandishi na GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) ## Mbinu Nyingine - - [Algorithimu za Kijenetiki](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - - [Kujifunza kwa Kuimarisha kwa Kina](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - - [Mifumo ya Wakala Wengi](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) + - [Algoriti za Kijeni (Genetic Algorithms)](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) + - [Mafunzo Ya Ukuaji Wa Kina (Deep Reinforcement Learning)](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) + - [Mifumo ya Wakala Wengi (Multi-Agent Systems)](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) ## [Maadili ya AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - - [MS Learn kuhusu AI ya Uwajibikaji](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) + - [MS Learn kuhusu AI Inayowajibika](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) +## Zaidi + - [Mitandao ya Multimodal](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) + - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) + - DALL-E + - VQ-GAN -## Ziada - - [Mitandao ya Multimodal](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - - DALL-E - - VQ-GAN +--- -**Kanusho**: -Hati hii imetafsiriwa kwa kutumia huduma ya kutafsiri ya AI [Co-op Translator](https://github.com/Azure/co-op-translator). Ingawa tunajitahidi kuhakikisha usahihi, tafadhali fahamu kuwa tafsiri za kiotomatiki zinaweza kuwa na makosa au kutokuwa sahihi. Hati ya asili katika lugha yake ya awali inapaswa kuzingatiwa kama chanzo cha mamlaka. Kwa taarifa muhimu, tafsiri ya kitaalamu ya binadamu inapendekezwa. Hatutawajibika kwa kutoelewana au tafsiri zisizo sahihi zinazotokana na matumizi ya tafsiri hii. \ No newline at end of file + +**Disclaimer**: +Hati hii imetafsiriwa kwa kutumia huduma ya tafsiri ya AI [Co-op Translator](https://github.com/Azure/co-op-translator). Ingawa tunajitahidi kufanikisha usahihi, tafadhali fahamu kuwa tafsiri za kiotomatiki zinaweza kuwa na makosa au upungufu wa usahihi. Hati asili katika lugha yake ya asili inapaswa kuchukuliwa kama chanzo cha mamlaka. Kwa taarifa muhimu, inashauriwa kutumia tafsiri ya kitaalamu ya binadamu. Hatubebegi mwisho wowote wa makosa au ufafanuzi usio sahihi unaotokana na matumizi ya tafsiri hii. + \ No newline at end of file diff --git a/translations/tl/.co-op-translator.json b/translations/tl/.co-op-translator.json index 068304bf..3594d8b6 100644 --- a/translations/tl/.co-op-translator.json +++ b/translations/tl/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "tl" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-28T02:46:13+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T15:50:13+00:00", "source_file": "etc/Mindmap.md", "language_code": "tl" }, diff --git a/translations/tl/etc/Mindmap.md b/translations/tl/etc/Mindmap.md index e11c7da0..beab67ba 100644 --- a/translations/tl/etc/Mindmap.md +++ b/translations/tl/etc/Mindmap.md @@ -3,7 +3,7 @@ ## [Panimula sa AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - Kahulugan ng AI - Kasaysayan ng AI - - Mga Diskarte sa AI + - Mga Paraan sa AI - Top-down/Symbolic - Bottom-up/Neural - Evolutionary @@ -11,7 +11,7 @@ - [Microsoft AI Business School](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) ## [Symbolic AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - - Representasyon ng Kaalaman + - Paglalarawan ng Kaalaman - [Expert Systems](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - [Ontologies](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - Semantic Web @@ -31,9 +31,9 @@ - [CV gamit ang TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - [Panimula sa CV. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - [Convolutional Networks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - - [Mga Arkitektura ng CNN](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) + - [CNN Architectures](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - [Transfer Learning](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - - [Mga Teknik sa Pagsasanay](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) + - [Mga Trick sa Pagsasanay](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - [Autoencoders at VAEs](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - [Generative Adversarial Networks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - [Style Transfer](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) @@ -45,13 +45,13 @@ - [AI Fundamentals: Tuklasin ang NLP](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - [NLP gamit ang PyTorch](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - [NLP gamit ang TensorFlow](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [Representasyon ng Teksto](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) + - [Paglalarawan ng Teksto](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - Bag of Words - TF/IDF - [Semantic Embeddings](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - Word2Vec - GloVE - - [Pagmomodelo ng Wika](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) + - [Modelong Pangwika](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) - [Recurrent Neural Networks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) - LSTM - GRU @@ -59,16 +59,14 @@ - [Transformers at BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - [Named Entity Recognition](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - [Pagbuo ng Teksto at GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) - -## Iba Pang Teknik +## Iba Pang Mga Teknik - [Genetic Algorithms](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - [Deep Reinforcement Learning](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - [Multi-Agent Systems](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) -## [Etika ng AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - - [MS Learn sa Responsible AI](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) - -## Mga Extra +## [AI Ethics](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) + - [MS Learn tungkol sa Responsible AI](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) +## Extras - [Multimodal Networks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - DALL-E @@ -76,5 +74,7 @@ --- -**Paunawa**: -Ang dokumentong ito ay isinalin gamit ang AI translation service na [Co-op Translator](https://github.com/Azure/co-op-translator). Bagama't sinisikap naming maging tumpak, tandaan na ang mga awtomatikong pagsasalin ay maaaring maglaman ng mga pagkakamali o hindi pagkakatugma. Ang orihinal na dokumento sa kanyang katutubong wika ang dapat ituring na opisyal na sanggunian. Para sa mahalagang impormasyon, inirerekomenda ang propesyonal na pagsasalin ng tao. Hindi kami mananagot sa anumang hindi pagkakaunawaan o maling interpretasyon na maaaring magmula sa paggamit ng pagsasaling ito. \ No newline at end of file + +**Disclaimer**: +Ang dokumentong ito ay isinalin gamit ang serbisyong AI translation na [Co-op Translator](https://github.com/Azure/co-op-translator). Bagamat nagsusumikap kami para sa katumpakan, pakatandaan na ang awtomatikong pagsasalin ay maaaring maglaman ng mga pagkakamali o hindi pagkakatugma. Ang orihinal na dokumento sa orihinal nitong wika ang dapat ituring na mapagkakatiwalaang sanggunian. Para sa mahahalagang impormasyon, inirerekomenda ang propesyonal na pagsasalin ng tao. Hindi kami mananagot sa anumang hindi pagkakaunawaan o maling interpretasyon na maaaring magmula sa paggamit ng pagsasaling ito. + \ No newline at end of file From 85175e34470bbd2f9b2f53099cd196610d8c1247 Mon Sep 17 00:00:00 2001 From: "localizeflow[bot]" Date: Mon, 20 Apr 2026 15:54:27 +0000 Subject: [PATCH 07/17] chore(i18n): sync translations with latest source changes (chunk 1/1, 6 changes) --- translations/he/.co-op-translator.json | 4 +- translations/he/etc/Mindmap.md | 64 +++++++++++++------------- translations/id/.co-op-translator.json | 4 +- translations/id/etc/Mindmap.md | 46 +++++++++--------- translations/vi/.co-op-translator.json | 4 +- translations/vi/etc/Mindmap.md | 54 +++++++++++----------- 6 files changed, 90 insertions(+), 86 deletions(-) diff --git a/translations/he/.co-op-translator.json b/translations/he/.co-op-translator.json index f78921c5..02b2e603 100644 --- a/translations/he/.co-op-translator.json +++ b/translations/he/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "he" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-28T20:11:54+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T15:53:11+00:00", "source_file": "etc/Mindmap.md", "language_code": "he" }, diff --git a/translations/he/etc/Mindmap.md b/translations/he/etc/Mindmap.md index e2304296..269643b9 100644 --- a/translations/he/etc/Mindmap.md +++ b/translations/he/etc/Mindmap.md @@ -1,80 +1,80 @@ # בינה מלאכותית -## [מבוא לבינה מלאכותית](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) +## [הקדמה לבינה מלאכותית](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - הגדרת בינה מלאכותית - היסטוריה של בינה מלאכותית - גישות לבינה מלאכותית - - מלמעלה למטה/סימבולית - - מלמטה למעלה/נוירונית + - מלמעלה למטה / סמלית + - מלמטה למעלה / עצבית - אבולוציונית - - סינרגטית / בינה מלאכותית מתהווה - - [בית הספר העסקי לבינה מלאכותית של מיקרוסופט](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) + - סינרגטית / בינה מלאכותית מתפתחת + - [בית הספר לעסקים של מיקרוסופט לבינה מלאכותית](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) -## [בינה מלאכותית סימבולית](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) +## [בינה מלאכותית סמלית](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - ייצוג ידע - - [מערכות מומחה](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) + - [מערכות מומחים](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - [אונטולוגיות](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - - הרשת הסמנטית + - רשת סמנטית -## [רשתות נוירונים](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) +## [רשתות עצביות](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - [פרספטרון](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - - [רשתות מרובות שכבות](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - - [מבוא למסגרות עבודה](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) + - [רשתות רב-שכבתיות](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) + - [הקדמה למסגרות עבודה](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - - [התאמת יתר](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) + - [אוברפיטינג](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) ## [ראייה ממוחשבת](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - - ב-Microsoft Learn + - ב-MS Learn - [יסודות בינה מלאכותית: חקר ראייה ממוחשבת](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - [ראייה ממוחשבת עם PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - [ראייה ממוחשבת עם TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [מבוא לראייה ממוחשבת. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - [הקדמה לראייה ממוחשבת. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - [רשתות קונבולוציוניות](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - - [ארכיטקטורות של רשתות קונבולוציוניות](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - - [למידת העברה](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - - [טריקים לאימון](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - - [אוטואנקודרים ו-VAEs](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) + - [ארכיטקטורות CNN](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) + - [למידה מועברת](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) + - [טריקים באימון](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) + - [אוטואנקלודרים ו-VAEs](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - [רשתות גנרטיביות מתחרות](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - [העברת סגנון](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - - [זיהוי אובייקטים](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) + - [גילוי אובייקטים](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - [סגמנטציה](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) - + ## [עיבוד שפה טבעית](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - - ב-Microsoft Learn + - ב-MS Learn - [יסודות בינה מלאכותית: חקר עיבוד שפה טבעית](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - [עיבוד שפה טבעית עם PyTorch](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - [עיבוד שפה טבעית עם TensorFlow](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - [ייצוג טקסט](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - - Bag of Words + - שקית מילים - TF/IDF - [הטמעות סמנטיות](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - Word2Vec - GloVE - - [מודלים לשוניים](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) - - [רשתות נוירונים חוזרות](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) + - [דגמי שפה](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) + - [רשתות עצביות חוזרות](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) - LSTM - GRU - - [רשתות חוזרות גנרטיביות](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) + - [רשתות מחוללות חוזרות](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - [טרנספורמרים ו-BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - - [זיהוי ישויות בשם](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) + - [זיהוי ישויות מוכרות](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - [יצירת טקסט ו-GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) - ## טכניקות נוספות - [אלגוריתמים גנטיים](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - - [למידת חיזוק עמוקה](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) + - [למידה מחזקת עמוקה](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - [מערכות מרובות סוכנים](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) ## [אתיקה בבינה מלאכותית](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - - [Microsoft Learn על בינה מלאכותית אחראית](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) - + - [MS Learn על בינה מלאכותית אחראית](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) ## תוספות - - [רשתות מולטימודליות](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) + - [רשתות רב-מודליות](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - DALL-E - VQ-GAN --- + **כתב ויתור**: -מסמך זה תורגם באמצעות שירות תרגום מבוסס בינה מלאכותית [Co-op Translator](https://github.com/Azure/co-op-translator). למרות שאנו שואפים לדיוק, יש לקחת בחשבון שתרגומים אוטומטיים עשויים להכיל שגיאות או אי-דיוקים. המסמך המקורי בשפתו המקורית נחשב למקור הסמכותי. למידע קריטי, מומלץ להשתמש בתרגום מקצועי על ידי מתרגם אנושי. איננו נושאים באחריות לכל אי-הבנה או פרשנות שגויה הנובעת משימוש בתרגום זה. \ No newline at end of file +מסמך זה תורגם באמצעות שירות תרגום מבוסס בינה מלאכותית [Co-op Translator](https://github.com/Azure/co-op-translator). בעוד שאנו שואפים לדייק, יש להיות מודעים לכך שתמירות אוטומטיות עלולות לכלול טעויות או אי-דיוקים. המסמך המקורי בשפת המקור שלו צריך להיחשב כמקור הסמכותי. עבור מידע קריטי, מומלץ תרגום מקצועי על ידי אדם. איננו אחראים לכל אי-הבנות או פרשנויות מוטעות הנובעות משימוש בתרגום זה. + \ No newline at end of file diff --git a/translations/id/.co-op-translator.json b/translations/id/.co-op-translator.json index 73da7703..2301d21a 100644 --- a/translations/id/.co-op-translator.json +++ b/translations/id/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "id" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-29T12:51:19+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T15:54:18+00:00", "source_file": "etc/Mindmap.md", "language_code": "id" }, diff --git a/translations/id/etc/Mindmap.md b/translations/id/etc/Mindmap.md index d5e6fa13..fe642076 100644 --- a/translations/id/etc/Mindmap.md +++ b/translations/id/etc/Mindmap.md @@ -1,48 +1,48 @@ # AI -## [Pengantar AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) +## [Pengenalan AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - Definisi AI - Sejarah AI - - Pendekatan dalam AI - - Top-down/Symbolic + - Pendekatan AI + - Top-down/Simbilik - Bottom-up/Neural - Evolusioner - - Synergetic / Emergent AI - - [Microsoft AI Business School](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) + - Sinergis / Emergen AI + - [Sekolah Bisnis AI Microsoft](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) ## [AI Simbolik](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - Representasi Pengetahuan - [Sistem Pakar](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - [Ontologi](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - - Web Semantik + - Semantic Web ## [Jaringan Neural](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - [Perceptron](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - - [Jaringan Multi-Layer](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - - [Pengantar Framework](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) + - [Jaringan Berlapis Banyak](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) + - [Pengenalan Framework](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - [Overfitting](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) -## [Computer Vision](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) +## [Visi Komputer](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - Di MS Learn - - [AI Fundamentals: Jelajahi Computer Vision](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - - [CV dengan PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - - [CV dengan TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [Pengantar CV. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - [Dasar-dasar AI: Menjelajahi Visi Komputer](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [Visi Komputer dengan PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) + - [Visi Komputer dengan TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [Pengenalan Visi Komputer. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - [Jaringan Konvolusi](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - [Arsitektur CNN](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - - [Transfer Learning](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) + - [Pembelajaran Transfer](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - [Trik Pelatihan](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - [Autoencoder dan VAE](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - - [Generative Adversarial Networks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - - [Style Transfer](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) + - [Jaringan Adversarial Generatif](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) + - [Transfer Gaya](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - [Deteksi Objek](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - [Segmentasi](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) ## [Pemrosesan Bahasa Alami](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - Di MS Learn - - [AI Fundamentals: Jelajahi NLP](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - [Dasar-dasar AI: Menjelajahi NLP](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - [NLP dengan PyTorch](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - [NLP dengan TensorFlow](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - [Representasi Teks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) @@ -56,17 +56,17 @@ - LSTM - GRU - [Jaringan Rekuren Generatif](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - - [Transformers dan BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) + - [Transformer dan BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - [Pengenalan Entitas Bernama](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - [Generasi Teks dan GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) ## Teknik Lainnya - [Algoritma Genetika](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - - [Deep Reinforcement Learning](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) + - [Pembelajaran Penguatan Mendalam](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - [Sistem Multi-Agen](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) ## [Etika AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - - [MS Learn tentang AI yang Bertanggung Jawab](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) -## Tambahan + - [MS Learn tentang AI Bertanggung Jawab](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) +## Ekstra - [Jaringan Multimodal](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - DALL-E @@ -74,5 +74,7 @@ --- + **Penafian**: -Dokumen ini telah diterjemahkan menggunakan layanan terjemahan AI [Co-op Translator](https://github.com/Azure/co-op-translator). Meskipun kami berupaya untuk memberikan hasil yang akurat, harap diperhatikan bahwa terjemahan otomatis mungkin mengandung kesalahan atau ketidakakuratan. Dokumen asli dalam bahasa aslinya harus dianggap sebagai sumber yang berwenang. Untuk informasi yang bersifat kritis, disarankan menggunakan jasa penerjemah manusia profesional. Kami tidak bertanggung jawab atas kesalahpahaman atau penafsiran yang keliru yang timbul dari penggunaan terjemahan ini. \ No newline at end of file +Dokumen ini telah diterjemahkan menggunakan layanan terjemahan AI [Co-op Translator](https://github.com/Azure/co-op-translator). Meskipun kami berusaha untuk akurasi, harap diingat bahwa terjemahan otomatis mungkin mengandung kesalahan atau ketidaktepatan. Dokumen asli dalam bahasa aslinya harus dianggap sebagai sumber yang otoritatif. Untuk informasi penting, disarankan menggunakan terjemahan profesional oleh manusia. Kami tidak bertanggung jawab atas kesalahpahaman atau salah interpretasi yang timbul dari penggunaan terjemahan ini. + \ No newline at end of file diff --git a/translations/vi/.co-op-translator.json b/translations/vi/.co-op-translator.json index 86d6a361..edae8838 100644 --- a/translations/vi/.co-op-translator.json +++ b/translations/vi/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "vi" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-29T12:50:54+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T15:53:50+00:00", "source_file": "etc/Mindmap.md", "language_code": "vi" }, diff --git a/translations/vi/etc/Mindmap.md b/translations/vi/etc/Mindmap.md index 7133a613..b19103d2 100644 --- a/translations/vi/etc/Mindmap.md +++ b/translations/vi/etc/Mindmap.md @@ -1,63 +1,63 @@ # AI ## [Giới thiệu về AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - - Định nghĩa AI - - Lịch sử của AI + - Định nghĩa về AI + - Lịch sử AI - Các phương pháp tiếp cận AI - - Top-down/Symbolic - - Bottom-up/Neural + - Từ trên xuống / Biểu tượng học + - Từ dưới lên / Mạng nơ-ron - Tiến hóa - - AI Đồng bộ / Nổi lên - - [Microsoft AI Business School](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) + - AI tổng hợp / Nổi bật + - [Trường Kinh doanh AI của Microsoft](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) -## [AI Symbolic](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) +## [AI Biểu tượng học](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - Biểu diễn tri thức - [Hệ thống chuyên gia](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - [Ontology](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - - Web ngữ nghĩa + - Mạng ngữ nghĩa -## [Mạng nơ-ron](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) +## [Mạng nơ-ron nhân tạo](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - [Perceptron](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - [Mạng nhiều lớp](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - - [Giới thiệu về Frameworks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) + - [Giới thiệu các Framework](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - - [Overfitting](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) + - [Quá khớp](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) ## [Thị giác máy tính](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - Trên MS Learn - - [AI Cơ bản: Khám phá Thị giác Máy tính](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - - [Thị giác Máy tính với PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - - [Thị giác Máy tính với TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [Giới thiệu về Thị giác Máy tính. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - - [Mạng nơ-ron tích chập](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) + - [Kiến thức cơ bản về AI: Khám phá Thị giác máy tính](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [Thị giác máy tính với PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) + - [Thị giác máy tính với TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [Giới thiệu về CV. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - [Mạng tích chập](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - [Kiến trúc CNN](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - [Học chuyển giao](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - [Mẹo huấn luyện](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - [Autoencoders và VAEs](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - - [Mạng đối kháng sinh](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) + - [Mạng đối kháng sinh tạo](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - [Chuyển đổi phong cách](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - [Phát hiện đối tượng](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - [Phân đoạn](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) ## [Xử lý ngôn ngữ tự nhiên](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - Trên MS Learn - - [AI Cơ bản: Khám phá NLP](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - [Kiến thức cơ bản về AI: Khám phá NLP](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - [NLP với PyTorch](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - [NLP với TensorFlow](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - [Biểu diễn văn bản](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - - Bag of Words + - Túi từ - TF/IDF - - [Embedding ngữ nghĩa](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) + - [Nhúng ngữ nghĩa](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - Word2Vec - GloVE - [Mô hình ngôn ngữ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) - [Mạng nơ-ron hồi tiếp](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) - LSTM - GRU - - [Mạng hồi tiếp sinh](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) + - [Mạng hồi tiếp sinh tạo](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - [Transformers và BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - - [Nhận diện thực thể có tên](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) + - [Nhận dạng thực thể có tên](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - [Sinh văn bản và GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) ## Các kỹ thuật khác - [Thuật toán di truyền](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) @@ -66,13 +66,15 @@ ## [Đạo đức AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - [MS Learn về AI có trách nhiệm](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) -## Phần bổ sung - - [Mạng đa mô hình](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) +## Phần mở rộng + - [Mạng đa phương thức](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - DALL-E - VQ-GAN --- -**Tuyên bố miễn trừ trách nhiệm**: -Tài liệu này đã được dịch bằng dịch vụ dịch thuật AI [Co-op Translator](https://github.com/Azure/co-op-translator). Mặc dù chúng tôi cố gắng đảm bảo độ chính xác, xin lưu ý rằng các bản dịch tự động có thể chứa lỗi hoặc không chính xác. Tài liệu gốc bằng ngôn ngữ bản địa nên được coi là nguồn tham khảo chính thức. Đối với các thông tin quan trọng, nên sử dụng dịch vụ dịch thuật chuyên nghiệp từ con người. Chúng tôi không chịu trách nhiệm cho bất kỳ sự hiểu lầm hoặc diễn giải sai nào phát sinh từ việc sử dụng bản dịch này. \ No newline at end of file + +**Tuyên bố từ chối trách nhiệm**: +Tài liệu này đã được dịch bằng dịch vụ dịch thuật AI [Co-op Translator](https://github.com/Azure/co-op-translator). Mặc dù chúng tôi cố gắng đảm bảo độ chính xác, xin lưu ý rằng các bản dịch tự động có thể chứa lỗi hoặc sự không chính xác. Tài liệu gốc bằng ngôn ngữ nguyên bản của nó nên được coi là nguồn chính xác nhất. Đối với các thông tin quan trọng, việc sử dụng dịch thuật chuyên nghiệp do con người thực hiện được khuyến nghị. Chúng tôi không chịu trách nhiệm đối với bất kỳ sự hiểu lầm hoặc giải thích sai nào phát sinh từ việc sử dụng bản dịch này. + \ No newline at end of file From a6032e039550dd3d5eb0c1003b3892d9a45fac34 Mon Sep 17 00:00:00 2001 From: "localizeflow[bot]" Date: Mon, 20 Apr 2026 15:58:43 +0000 Subject: [PATCH 08/17] chore(i18n): sync translations with latest source changes (chunk 1/1, 6 changes) --- translations/cs/.co-op-translator.json | 4 +- translations/cs/etc/Mindmap.md | 36 ++++++------ translations/hu/.co-op-translator.json | 4 +- translations/hu/etc/Mindmap.md | 76 ++++++++++++++------------ translations/sk/.co-op-translator.json | 4 +- translations/sk/etc/Mindmap.md | 46 ++++++++-------- 6 files changed, 90 insertions(+), 80 deletions(-) diff --git a/translations/cs/.co-op-translator.json b/translations/cs/.co-op-translator.json index 6e103c5c..e7706913 100644 --- a/translations/cs/.co-op-translator.json +++ b/translations/cs/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "cs" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-26T00:49:03+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T15:58:05+00:00", "source_file": "etc/Mindmap.md", "language_code": "cs" }, diff --git a/translations/cs/etc/Mindmap.md b/translations/cs/etc/Mindmap.md index fd2b148c..ab5ebefd 100644 --- a/translations/cs/etc/Mindmap.md +++ b/translations/cs/etc/Mindmap.md @@ -4,17 +4,17 @@ - Definice AI - Historie AI - Přístupy k AI - - Top-down/Symbolické - - Bottom-up/Neuronové + - Shora dolů/Symbolické + - Zdola nahoru/Neurální - Evoluční - - Synergická / Emergentní AI + - Synergetická / Emergentní AI - [Microsoft AI Business School](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) ## [Symbolická AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - Reprezentace znalostí - [Expertní systémy](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - [Ontologie](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - - Sémantický web + - Semantický web ## [Neuronové sítě](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - [Perceptron](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) @@ -22,21 +22,21 @@ - [Úvod do frameworků](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - - [Overfitting](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) + - [Přeučení (Overfitting)](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) ## [Počítačové vidění](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - Na MS Learn - - [Základy AI: Prozkoumejte počítačové vidění](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [Základy AI: Prozkoumejte Počítačové vidění](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - [Počítačové vidění s PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - [Počítačové vidění s TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [Úvod do počítačového vidění. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - [Úvod do CV. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - [Konvoluční sítě](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - - [Architektury CNN](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) + - [CNN architektury](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - [Transfer Learning](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - - [Tréninkové triky](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - - [Autoenkodéry a VAEs](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - - [Generativní protivníkové sítě](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - - [Přenos stylu](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) + - [Triky pro trénink](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) + - [Autoenkodéry a VAE](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) + - [Generativní protivné sítě](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) + - [Přenášení stylu](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - [Detekce objektů](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - [Segmentace](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) @@ -48,7 +48,7 @@ - [Reprezentace textu](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - Bag of Words - TF/IDF - - [Sémantické vektory](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) + - [Sémantické vnoření](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - Word2Vec - GloVE - [Modelování jazyka](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) @@ -62,7 +62,7 @@ ## Další techniky - [Genetické algoritmy](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - [Hluboké posilované učení](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - - [Multi-agentní systémy](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) + - [Systémy více agentů](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) ## [Etika AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - [MS Learn o odpovědné AI](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) @@ -72,5 +72,9 @@ - DALL-E - VQ-GAN -**Prohlášení:** -Tento dokument byl přeložen pomocí služby pro automatický překlad [Co-op Translator](https://github.com/Azure/co-op-translator). Ačkoli se snažíme o přesnost, mějte na paměti, že automatické překlady mohou obsahovat chyby nebo nepřesnosti. Původní dokument v jeho původním jazyce by měl být považován za autoritativní zdroj. Pro důležité informace doporučujeme profesionální lidský překlad. Neodpovídáme za žádná nedorozumění nebo nesprávné interpretace vyplývající z použití tohoto překladu. \ No newline at end of file +--- + + +**Vyloučení odpovědnosti**: +Tento dokument byl přeložen pomocí AI překladatelské služby [Co-op Translator](https://github.com/Azure/co-op-translator). I když usilujeme o přesnost, mějte prosím na paměti, že automatizované překlady mohou obsahovat chyby nebo nepřesnosti. Původní dokument v jeho mateřském jazyce by měl být považován za autoritativní zdroj. Pro kritické informace se doporučuje profesionální lidský překlad. Nejsme odpovědní za jakékoliv nedorozumění nebo chybné interpretace vzniklé užitím tohoto překladu. + \ No newline at end of file diff --git a/translations/hu/.co-op-translator.json b/translations/hu/.co-op-translator.json index 97ff0809..15a7b0fd 100644 --- a/translations/hu/.co-op-translator.json +++ b/translations/hu/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "hu" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-26T00:48:37+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T15:57:26+00:00", "source_file": "etc/Mindmap.md", "language_code": "hu" }, diff --git a/translations/hu/etc/Mindmap.md b/translations/hu/etc/Mindmap.md index 4d126d49..919ed38e 100644 --- a/translations/hu/etc/Mindmap.md +++ b/translations/hu/etc/Mindmap.md @@ -1,76 +1,80 @@ -# MI +# AI -## [Bevezetés a MI-be](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - - MI definíciója - - MI története - - MI megközelítések - - Felülről lefelé/Szimbolikus - - Alulról felfelé/Neurális +## [Bevezetés az AI-be](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) + - AI meghatározása + - Az AI története + - AI megközelítések + - Felülről lefelé/Szimbólikus + - Alulról felfelé/Neuronális - Evolúciós - - Szinergikus/Emergens MI - - [Microsoft MI Üzleti Iskola](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) + - Szinergikus / Emergens AI + - [Microsoft AI Üzleti Iskola](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) -## [Szimbolikus MI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - - Tudásreprezentáció +## [Szimbólikus AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) + - Tudás-reprezentáció - [Szakértői rendszerek](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - [Ontológiák](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - Szemantikus web -## [Neurális hálózatok](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) +## [Neuronális hálózatok](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - [Perceptron](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - [Többrétegű hálózatok](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - - [Bevezetés keretrendszerekbe](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) + - [Bevezető a keretrendszerekhez](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - - [Túlillesztés](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) + - [Túltanulás](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) ## [Számítógépes látás](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - - Az MS Learn-en - - [MI alapok: Számítógépes látás felfedezése](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - - [Számítógépes látás PyTorch segítségével](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - - [Számítógépes látás TensorFlow segítségével](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [Bevezetés a számítógépes látásba. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - MS Learn-en + - [AI alapok: Számítógépes látás felfedezése](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [Számítógépes látás PyTorch-tal](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) + - [Számítógépes látás TensorFlow-val](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [Bevezető a CV-be. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - [Konvolúciós hálózatok](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - [CNN architektúrák](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - [Átviteli tanulás](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - - [Tanítási trükkök](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - - [Autoenkóderek és VAEs](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - - [Generatív ellenséges hálózatok](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - - [Stílusátvitel](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) + - [Képzési trükkök](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) + - [Autoenkóderek és VAE-k](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) + - [Generatív adverszáris hálózatok](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) + - [Stílus átvitel](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - [Objektumfelismerés](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - [Szegmentáció](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) ## [Természetes nyelvfeldolgozás](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - - Az MS Learn-en - - [MI alapok: Természetes nyelvfeldolgozás felfedezése](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - - [Természetes nyelvfeldolgozás PyTorch segítségével](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - - [Természetes nyelvfeldolgozás TensorFlow segítségével](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [Szöveg reprezentációja](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) + - MS Learn-en + - [AI alapok: Nyelvfeldolgozás felfedezése](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - [Nyelvfeldolgozás PyTorch-tal](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) + - [Nyelvfeldolgozás TensorFlow-val](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [Szöveg reprezentáció](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - Szavak zsákja - TF/IDF - [Szemantikus beágyazások](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - Word2Vec - GloVE - [Nyelvi modellezés](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) - - [Rekurzív neurális hálózatok](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) + - [Rekurzív neuronális hálózatok](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) - LSTM - GRU - [Generatív rekurzív hálózatok](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - - [Transzformerek és BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - - [Névvel ellátott entitás felismerése](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) + - [Transformer-ek és BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) + - [Nevük szerint entitásfelismerés](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - [Szöveg generálás és GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) ## Egyéb technikák - [Genetikus algoritmusok](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - [Mély megerősítéses tanulás](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - [Többügynökös rendszerek](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) -## [MI Etika](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - - [MS Learn a felelős MI-ről](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) -## Extrák +## [AI etika](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) + - [MS Learn a felelős AI-ról](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) +## Extra anyagok - [Multimodális hálózatok](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - DALL-E - VQ-GAN -**Felelősség kizárása**: -Ez a dokumentum az AI fordítási szolgáltatás [Co-op Translator](https://github.com/Azure/co-op-translator) segítségével lett lefordítva. Bár törekszünk a pontosságra, kérjük, vegye figyelembe, hogy az automatikus fordítások hibákat vagy pontatlanságokat tartalmazhatnak. Az eredeti dokumentum az eredeti nyelvén tekintendő hiteles forrásnak. Kritikus információk esetén javasolt professzionális emberi fordítást igénybe venni. Nem vállalunk felelősséget semmilyen félreértésért vagy téves értelmezésért, amely a fordítás használatából eredhet. \ No newline at end of file +--- + + +**Jogi nyilatkozat**: +Ez a dokumentum az AI fordító szolgáltatás [Co-op Translator](https://github.com/Azure/co-op-translator) használatával készült. Noha a pontosságra törekszünk, kérjük, vegye figyelembe, hogy az automatikus fordítások hibákat vagy pontatlanságokat tartalmazhatnak. Az eredeti dokumentum annak eredeti nyelvén tekintendő hivatalos forrásnak. Kritikus információk esetén szakmai emberi fordítást javaslunk. Nem vállalunk felelősséget a fordítás használatából eredő félreértésekért vagy helytelen értelmezésekért. + \ No newline at end of file diff --git a/translations/sk/.co-op-translator.json b/translations/sk/.co-op-translator.json index 0b0ffe90..c3f63847 100644 --- a/translations/sk/.co-op-translator.json +++ b/translations/sk/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "sk" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-26T00:49:26+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T15:58:35+00:00", "source_file": "etc/Mindmap.md", "language_code": "sk" }, diff --git a/translations/sk/etc/Mindmap.md b/translations/sk/etc/Mindmap.md index c6cc4ff2..019ccaef 100644 --- a/translations/sk/etc/Mindmap.md +++ b/translations/sk/etc/Mindmap.md @@ -4,13 +4,13 @@ - Definícia AI - História AI - Prístupy k AI - - Zhora nadol/Symbolické - - Zdola nahor/Neurónové - - Evolučné - - Synergetické / Emergentné AI + - Zhora-dole/Symbolický + - Zdola-hore/Neurónový + - Evolučný + - Synergický / Emergentný AI - [Microsoft AI Business School](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) -## [Symbolická AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) +## [Symbolický AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - Reprezentácia znalostí - [Expertné systémy](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - [Ontológie](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) @@ -26,16 +26,16 @@ ## [Počítačové videnie](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - Na MS Learn - - [Základy AI: Preskúmajte počítačové videnie](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - - [Počítačové videnie s PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - - [Počítačové videnie s TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [Úvod do počítačového videnia. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - [Základy AI: Preskúmajte Počítačové videnie](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [CV s PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) + - [CV s TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [Úvod do CV. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - [Konvolučné siete](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - - [Architektúry CNN](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - - [Transfer Learning](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - - [Tréningové triky](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) + - [CNN architektúry](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) + - [Transfer learning](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) + - [Triky pri tréningu](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - [Autoenkódery a VAEs](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - - [Generatívne protivnícke siete](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) + - [Generatívne adversariálne siete](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - [Prenos štýlu](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - [Detekcia objektov](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - [Segmentácia](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) @@ -46,9 +46,9 @@ - [NLP s PyTorch](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - [NLP s TensorFlow](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - [Reprezentácia textu](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - - Bag of Words + - Taška slov (Bag of Words) - TF/IDF - - [Sémantické vektory](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) + - [Sémantické vkladanie](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - Word2Vec - GloVE - [Modelovanie jazyka](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) @@ -59,20 +59,22 @@ - [Transformery a BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - [Rozpoznávanie pomenovaných entít](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - [Generovanie textu a GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) - -## Ďalšie techniky +## Iné techniky - [Genetické algoritmy](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - [Hlboké posilňovacie učenie](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - - [Multiagentné systémy](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) + - [Systémy viac agentov](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) ## [Etika AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - [MS Learn o zodpovednej AI](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) - -## Doplnky +## Prídavky - [Multimodálne siete](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - DALL-E - VQ-GAN -**Zrieknutie sa zodpovednosti**: -Tento dokument bol preložený pomocou služby AI prekladu [Co-op Translator](https://github.com/Azure/co-op-translator). Aj keď sa snažíme o presnosť, prosím, berte na vedomie, že automatizované preklady môžu obsahovať chyby alebo nepresnosti. Pôvodný dokument v jeho rodnom jazyku by mal byť považovaný za autoritatívny zdroj. Pre kritické informácie sa odporúča profesionálny ľudský preklad. Nenesieme zodpovednosť za akékoľvek nedorozumenia alebo nesprávne interpretácie vyplývajúce z použitia tohto prekladu. \ No newline at end of file +--- + + +**Upozornenie**: +Tento dokument bol preložený pomocou AI prekladateľskej služby [Co-op Translator](https://github.com/Azure/co-op-translator). Hoci sa snažíme o presnosť, berte prosím na vedomie, že automatické preklady môžu obsahovať chyby alebo nepresnosti. Pôvodný dokument v jeho rodnom jazyku by sa mal považovať za autoritatívny zdroj. Pre kritické informácie sa odporúča profesionálny ľudský preklad. Nie sme zodpovední za akékoľvek nedorozumenia alebo nesprávne interpretácie vyplývajúce z použitia tohto prekladu. + \ No newline at end of file From dce5c31c9465380bc2a89e5597337369695ad37d Mon Sep 17 00:00:00 2001 From: "localizeflow[bot]" Date: Mon, 20 Apr 2026 16:02:35 +0000 Subject: [PATCH 09/17] chore(i18n): sync translations with latest source changes (chunk 1/1, 6 changes) --- translations/mr/.co-op-translator.json | 4 +- translations/mr/etc/Mindmap.md | 140 +++++++++++++------------ translations/ne/.co-op-translator.json | 4 +- translations/ne/etc/Mindmap.md | 122 ++++++++++----------- translations/pa/.co-op-translator.json | 4 +- translations/pa/etc/Mindmap.md | 82 ++++++++------- 6 files changed, 182 insertions(+), 174 deletions(-) diff --git a/translations/mr/.co-op-translator.json b/translations/mr/.co-op-translator.json index f31d3890..9040805c 100644 --- a/translations/mr/.co-op-translator.json +++ b/translations/mr/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "mr" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-26T11:22:27+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T16:01:00+00:00", "source_file": "etc/Mindmap.md", "language_code": "mr" }, diff --git a/translations/mr/etc/Mindmap.md b/translations/mr/etc/Mindmap.md index 87aa329e..220ebbe8 100644 --- a/translations/mr/etc/Mindmap.md +++ b/translations/mr/etc/Mindmap.md @@ -1,78 +1,80 @@ -# एआय (AI) +# AI -## [एआयची ओळख](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - - एआयची व्याख्या - - एआयचा इतिहास - - एआयकडे पाहण्याचे दृष्टिकोन - - टॉप-डाउन/सिंबॉलिक - - बॉटम-अप/न्यूरल - - उत्क्रांतीवादी - - सायनेर्जेटिक / उद्भवणारी एआय - - [मायक्रोसॉफ्ट एआय बिझनेस स्कूल](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) +## [AI चे परिचय](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) + - AI ची व्याख्या + - AI चा इतिहास + - AI कडे पाहण्याचे दृष्टिकोन + - टॉप-डाउन/प्रतीकात्मक + - बॉटम-अप/न्यूरल + - उत्क्रांतीवादी + - सिंर्गेटिक / उदयोन्मुख AI + - [Microsoft AI व्यवसाय शाळा](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) -## [सिंबॉलिक एआय](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - - ज्ञानाचे प्रतिनिधित्व - - [एक्स्पर्ट सिस्टीम्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - - [ऑन्टोलॉजीज](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - - सिमॅंटिक वेब +## [प्रतीकात्मक AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) + - ज्ञान सादरीकरण + - [तज्ञ प्रणाली](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) + - [ओन्टॉलॉजी](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) + - सेमॅंटिक वेब -## [न्यूरल नेटवर्क्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - - [पर्सेप्ट्रॉन](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - - [मल्टी-लेयर्ड नेटवर्क्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - - [फ्रेमवर्क्सची ओळख](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - - [ओव्हरफिटिंग](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) +## [न्यूरल नेटवर्क](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) + - [परसेप्ट्रॉन](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) + - [मल्टी-लेयर्ड नेटवर्क्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) + - [फ्रेमवर्कचे परिचय](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) + - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) + - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) + - [ओवरफिटिंग](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) ## [कंप्युटर व्हिजन](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - - मायक्रोसॉफ्ट लर्नवर - - [एआय फंडामेंटल्स: कंप्युटर व्हिजन एक्सप्लोर करा](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - - [PyTorch सह कंप्युटर व्हिजन](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - - [TensorFlow सह कंप्युटर व्हिजन](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [कंप्युटर व्हिजनची ओळख. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - - [कन्फ्युलेशनल नेटवर्क्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - - [CNN आर्किटेक्चर्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - - [ट्रान्स्फर लर्निंग](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - - [ट्रेनिंग ट्रिक्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - - [ऑटोएन्कोडर्स आणि VAEs](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - - [जनरेटिव्ह अॅडव्हर्सेरियल नेटवर्क्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - - [स्टाइल ट्रान्स्फर](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - - [ऑब्जेक्ट डिटेक्शन](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - - [सेगमेंटेशन](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) - -## [नॅचरल लँग्वेज प्रोसेसिंग](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - - मायक्रोसॉफ्ट लर्नवर - - [एआय फंडामेंटल्स: NLP एक्सप्लोर करा](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - - [PyTorch सह NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - - [TensorFlow सह NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [टेक्स्टचे प्रतिनिधित्व](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - - बॅग ऑफ वर्ड्स - - TF/IDF - - [सिमॅंटिक एम्बेडिंग्ज](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - - Word2Vec - - GloVE - - [भाषा मॉडेलिंग](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) - - [रिकरंट न्यूरल नेटवर्क्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) - - LSTM - - GRU - - [जनरेटिव्ह रिक्ररंट नेटवर्क्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - - [ट्रान्स्फॉर्मर्स आणि BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - - [नेम्ड एंटिटी रिकग्निशन](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - - [टेक्स्ट जनरेशन आणि GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) - -## इतर तंत्रज्ञान - - [जेनेटिक अल्गोरिदम्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - - [डीप रिइन्फोर्समेंट लर्निंग](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - - [मल्टी-एजंट सिस्टीम्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) - -## [एआय नीतिशास्त्र](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - - [जबाबदार एआयबद्दल मायक्रोसॉफ्ट लर्न](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) + - MS Learn वर + - [AI मूलतत्त्व: कॉम्प्युटर व्हिजन एक्सप्लोर करा](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [PyTorch सह CV](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) + - [TensorFlow सह CV](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [CV चे परिचय. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - [कन्व्होल्युशनल नेटवर्क्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) + - [CNN आर्किटेक्चर](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) + - [ट्रान्सफर लर्निंग](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) + - [ट्रेनिंग ट्रिक्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) + - [ऑटोएन्कोडर्स आणि VAE](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) + - [जनरेटिव्ह अॅडव्हर्सेरियल नेटवर्क्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) + - [स्टाइल ट्रान्सफर](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) + - [ऑब्जेक्ट डिटेक्शन](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) + - [सेगमेंटेशन](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) + +## [नैसर्गिक भाषा प्रक्रिया](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) + - MS Learn वर + - [AI मूलतत्त्व: NLP एक्सप्लोर करा](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - [PyTorch सह NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) + - [TensorFlow सह NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [टेक्स्टचे प्रतिनिधित्व](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) + - शब्दांची पिशवी + - TF/IDF + - [सेमॅंटिक एम्बेडिंग्ज](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) + - Word2Vec + - GloVE + - [भाषा मॉडेलिंग](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) + - [रकरंट न्यूरल नेटवर्क्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) + - LSTM + - GRU + - [जनरेटिव्ह रकरंट नेटवर्क्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) + - [ट्रान्सफॉर्मर आणि BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) + - [नामित संस्था ओळख](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) + - [टेक्स्ट जनरेशन आणि GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) +## इतर तंत्र + - [जेनिटिक अल्गोरिदम](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) + - [डीप रिइन्फोर्समेंट लर्निंग](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) + - [मल्टी-एजंट सिस्टम्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) +## [AI नैतिकता](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) + - [जबाबदार AI वर MS Learn](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) ## अतिरिक्त - - [मल्टीमोडल नेटवर्क्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - - DALL-E - - VQ-GAN + - [मल्टिमोडल नेटवर्क्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) + - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) + - DALL-E + - VQ-GAN +--- + + **अस्वीकरण**: -हा दस्तऐवज AI भाषांतर सेवा [Co-op Translator](https://github.com/Azure/co-op-translator) वापरून भाषांतरित करण्यात आला आहे. आम्ही अचूकतेसाठी प्रयत्नशील असलो तरी कृपया लक्षात ठेवा की स्वयंचलित भाषांतरे त्रुटी किंवा अचूकतेच्या अभावाने युक्त असू शकतात. मूळ भाषेतील दस्तऐवज हा अधिकृत स्रोत मानला जावा. महत्त्वाच्या माहितीसाठी व्यावसायिक मानवी भाषांतराची शिफारस केली जाते. या भाषांतराचा वापर करून उद्भवलेल्या कोणत्याही गैरसमज किंवा चुकीच्या अर्थासाठी आम्ही जबाबदार नाही. \ No newline at end of file +हा दस्तऐवज AI अनुवाद सेवा [Co-op Translator](https://github.com/Azure/co-op-translator) वापरून अनुवादित केला आहे. आम्ही अचूकतेसाठी प्रयत्न करतो, तरी कृपया लक्षात घ्या की स्वयंचलित अनुवादांमध्ये चुका किंवा तऱ्हा असू शकतात. मूळ दस्तऐवज त्याच्या मूळ भाषेत अधिकृत स्रोत मानले जावे. महत्त्वाच्या माहितींसाठी व्यावसायिक मानवी अनुवाद करण्याची शिफारस केली जाते. या अनुवादाच्या वापरामुळे झालेल्या कोणत्याही गैरसमजुती किंवा चुकीच्या समजुतींसाठी आम्ही जबाबदार नाही. + \ No newline at end of file diff --git a/translations/ne/.co-op-translator.json b/translations/ne/.co-op-translator.json index 614fc100..fab80111 100644 --- a/translations/ne/.co-op-translator.json +++ b/translations/ne/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "ne" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-26T11:23:01+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T16:01:43+00:00", "source_file": "etc/Mindmap.md", "language_code": "ne" }, diff --git a/translations/ne/etc/Mindmap.md b/translations/ne/etc/Mindmap.md index 8eda144b..4f7b43a1 100644 --- a/translations/ne/etc/Mindmap.md +++ b/translations/ne/etc/Mindmap.md @@ -1,78 +1,80 @@ -# एआई +# AI -## [एआईको परिचय](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - - एआईको परिभाषा - - एआईको इतिहास - - एआईमा अपनाइने विधिहरू - - माथिबाट तलसम्म/प्रतीकात्मक - - तलबाट माथिसम्म/न्यूरल - - विकासवादी - - समन्वयात्मक / उदयशील एआई - - [माइक्रोसफ्ट एआई बिजनेस स्कूल](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) +## [AI मा परिचय](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) + - AI परिभाषा + - AI को इतिहास + - AI का दृष्टिकोणहरू + - माथिबाट-तल/प्रतीकात्मक + - तलबाट-माथि/न्यूरल + - विकासात्मक + - सहकार्य / उदयमान AI + - [Microsoft AI व्यवसाय स्कूल](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) -## [प्रतीकात्मक एआई](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - - ज्ञानको प्रतिनिधित्व +## [प्रतीकात्मक AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) + - ज्ञान प्रतिनिधित्व - [विशेषज्ञ प्रणालीहरू](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - - [ओन्टोलोजीहरू](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - - सेमान्टिक वेब + - [अन्तोलोजीहरू](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) + - सेम्यान्टिक वेब ## [न्यूरल नेटवर्कहरू](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - - [पर्सेप्ट्रोन](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - - [बहु-स्तरीय नेटवर्कहरू](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - - [फ्रेमवर्कहरूको परिचय](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - - [पाइटोर्च](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - - [टेन्सरफ्लो](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) + - [परसेप्ट्रोन](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) + - [धेरै-परत नेटवर्कहरू](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) + - [फ्रेमवर्कहरूमा परिचय](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) + - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) + - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - [ओभरफिटिङ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) ## [कम्प्युटर भिजन](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - - एमएस लर्नमा - - [एआई फन्डामेन्टल्स: कम्प्युटर भिजन अन्वेषण गर्नुहोस्](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - - [पाइटोर्चसँग कम्प्युटर भिजन](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - - [टेन्सरफ्लोसँग कम्प्युटर भिजन](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [कम्प्युटर भिजनको परिचय। ओपनसीभी](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - - [कन्भोल्युसनल नेटवर्कहरू](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - - [सीएनएन आर्किटेक्चरहरू](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) + - MS Learn मा + - [AI आधारभूत: कम्प्युटर भिजन अन्वेषण गर्नुहोस्](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [PyTorch सँग CV](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) + - [TensorFlow सँग CV](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [CV मा परिचय। OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - [कन्वोल्युशनल नेटवर्कहरू](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) + - [CNN वास्तुकला](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - [ट्रान्सफर लर्निङ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - - [प्रशिक्षणका तरिकाहरू](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - - [अटोइन्कोडरहरू र भीएईहरू](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - - [जेनेरेटिभ एड्भर्सेरियल नेटवर्कहरू](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) + - [प्रशिक्षण उपायहरू](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) + - [अटोएनकोडरहरू र VAE हरू](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) + - [जनरेटिभ एड्भर्सेरियल नेटवर्कहरू](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - [स्टाइल ट्रान्सफर](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - [वस्तु पहिचान](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - - [सेग्मेन्टेसन](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) + - [सेगमेन्टेशन](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) -## [प्राकृतिक भाषा प्रशोधन](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - - एमएस लर्नमा - - [एआई फन्डामेन्टल्स: प्राकृतिक भाषा प्रशोधन अन्वेषण गर्नुहोस्](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - - [पाइटोर्चसँग एनएलपी](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - - [टेन्सरफ्लोसँग एनएलपी](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [पाठको प्रतिनिधित्व](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - - बाग अफ वर्ड्स - - टीएफ/आईडीएफ - - [सेमान्टिक एम्बेडिङहरू](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - - वर्ड२भेक - - ग्लोभ +## [नेचुरल भाषा प्रक्रिया](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) + - MS Learn मा + - [AI आधारभूत: NLP अन्वेषण गर्नुहोस्](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - [PyTorch सँग NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) + - [TensorFlow सँग NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [पाठ प्रतिनिधित्व](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) + - शब्दको झोला + - TF/IDF + - [सेम्यान्टिक एम्बेडिङहरू](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) + - Word2Vec + - GloVE - [भाषा मोडलिङ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) - - [पुनरावर्ती न्यूरल नेटवर्कहरू](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) - - एलएसटीएम - - जीआरयू - - [जेनेरेटिभ पुनरावर्ती नेटवर्कहरू](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - - [ट्रान्सफर्मरहरू र बीईआरटी](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - - [नामित इकाई पहिचान](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - - [पाठ उत्पादन र जीपीटी](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) - + - [रिकरन्ट न्यूरल नेटवर्कहरू](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) + - LSTM + - GRU + - [जनरेटिभ रिक्रन्ट नेटवर्कहरू](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) + - [ट्रान्सफर्मर्स र BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) + - [नामांकित इकाई पहिचान](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) + - [पाठ उत्पादन र GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) ## अन्य प्रविधिहरू - - [जेनेटिक एल्गोरिदमहरू](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - - [डिप रिइन्फोर्समेन्ट लर्निङ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - - [बहु-एजेन्ट प्रणालीहरू](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) + - [जेनिटिक एल्गोरिदमहरू](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) + - [डीप पुनर्बलन शिक्षा](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) + - [मल्टि-एजेन्ट प्रणालीहरू](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) -## [एआई नैतिकता](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - - [उत्तरदायी एआईमा एमएस लर्न](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) - -## अतिरिक्त +## [AI नैतिकता](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) + - [MS Learn मा जिम्मेवार AI](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) +## थपहरू - [मल्टिमोडल नेटवर्कहरू](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - - [क्लिप](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - - ड्याल-ई - - भीक्यू-जीएएन + - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) + - DALL-E + - VQ-GAN +--- + + **अस्वीकरण**: -यो दस्तावेज़ AI अनुवाद सेवा [Co-op Translator](https://github.com/Azure/co-op-translator) प्रयोग गरेर अनुवाद गरिएको छ। हामी शुद्धताको लागि प्रयास गर्छौं, तर कृपया ध्यान दिनुहोस् कि स्वचालित अनुवादहरूमा त्रुटिहरू वा अशुद्धताहरू हुन सक्छ। यसको मूल भाषा मा रहेको मूल दस्तावेज़लाई आधिकारिक स्रोत मानिनुपर्छ। महत्वपूर्ण जानकारीको लागि, व्यावसायिक मानव अनुवाद सिफारिस गरिन्छ। यस अनुवादको प्रयोगबाट उत्पन्न हुने कुनै पनि गलतफहमी वा गलत व्याख्याको लागि हामी जिम्मेवार हुने छैनौं। \ No newline at end of file +यो दस्तावेज AI अनुवाद सेवा [Co-op Translator](https://github.com/Azure/co-op-translator) प्रयोग गरेर अनुवाद गरिएको हो। हामी शुद्धताको लागि प्रयत्न गर्छौं, तर कृपया बुझ्नुस् कि स्वचालित अनुवादमा त्रुटि वा गलतफहमी हुन सक्छ। मूल दस्तावेज आफ्नो भाषा नै आधिकारिक स्रोत मानिनेछ। महत्वपूर्ण सूचनाको लागि व्यावसायिक मानव अनुवाद सिफारिस गरिन्छ। यो अनुवाद प्रयोग गर्दा हुन सक्ने कुनै पनि गलतफहमी वा भ्रमको लागि हामी जिम्मेवार छैनौं। + \ No newline at end of file diff --git a/translations/pa/.co-op-translator.json b/translations/pa/.co-op-translator.json index 9534863c..117154f2 100644 --- a/translations/pa/.co-op-translator.json +++ b/translations/pa/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "pa" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-26T11:23:33+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T16:02:27+00:00", "source_file": "etc/Mindmap.md", "language_code": "pa" }, diff --git a/translations/pa/etc/Mindmap.md b/translations/pa/etc/Mindmap.md index e524a411..94a69db1 100644 --- a/translations/pa/etc/Mindmap.md +++ b/translations/pa/etc/Mindmap.md @@ -3,74 +3,78 @@ ## [AI ਦਾ ਪਰਿਚਯ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - AI ਦੀ ਪਰਿਭਾਸ਼ਾ - AI ਦਾ ਇਤਿਹਾਸ - - AI ਦੇ ਪਹੁੰਚੇ ਹੋਏ ਤਰੀਕੇ - - ਟਾਪ-ਡਾਊਨ/ਸੰਕੇਤਕ + - AI ਲਈ ਨਜ਼ਰੀਏ + - ਟੌਪ-ਡਾਊਨ/ਸੰਕੇਤਕ - ਬਾਟਮ-ਅੱਪ/ਨਿਊਰਲ - - ਇਵੋਲੂਸ਼ਨਰੀ - - ਸਿਨਰਜੈਟਿਕ / ਉਭਰਦਾ AI - - [ਮਾਈਕਰੋਸਾਫਟ AI ਬਿਜ਼ਨਸ ਸਕੂਲ](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) + - ਵਿਕਾਸਮਾਰਗ + - ਸਿਨਰਜੈਟਿਕ/ਉਭਰਦਾ AI + - [Microsoft AI Business School](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) ## [ਸੰਕੇਤਕ AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - - ਗਿਆਨ ਪ੍ਰਸਤੁਤੀਕਰਨ - - [ਐਕਸਪਰਟ ਸਿਸਟਮ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - - [ਓਨਟੋਲੋਜੀਜ਼](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - - ਸੈਮੈਂਟਿਕ ਵੈੱਬ + - ਗਿਆਨ ਪ੍ਰਤੀਨਿਧਿਤਾ + - [ਮਾਹਿਰ ਪ੍ਰਣਾਲੀਆਂ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) + - [ਓੰਤੋਲੋਜੀਆਂ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) + - ਸੈਮਾਂਟਿਕ ਵੈੱਬ ## [ਨਿਊਰਲ ਨੈੱਟਵਰਕ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - - [ਪਰਸੈਪਟ੍ਰਾਨ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) + - [ਪરસੈਪਟ੍ਰੋਨ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - [ਮਲਟੀ-ਲੇਅਰਡ ਨੈੱਟਵਰਕ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - - [ਫ੍ਰੇਮਵਰਕਸ ਦਾ ਪਰਿਚਯ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - - [ਪਾਈਟਾਰਚ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - - [ਟੈਂਸਰਫਲੋ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) + - [ਫਰੇਮਵਰਕ ਦੇ ਨਾਲ ਪਰਿਚਯ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) + - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) + - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - [ਓਵਰਫਿਟਿੰਗ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) ## [ਕੰਪਿਊਟਰ ਵਿਜ਼ਨ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - MS Learn 'ਤੇ - - [AI Fundamentals: ਕੰਪਿਊਟਰ ਵਿਜ਼ਨ ਦੀ ਖੋਜ ਕਰੋ](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - - [ਪਾਈਟਾਰਚ ਨਾਲ ਕੰਪਿਊਟਰ ਵਿਜ਼ਨ](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - - [ਟੈਂਸਰਫਲੋ ਨਾਲ ਕੰਪਿਊਟਰ ਵਿਜ਼ਨ](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [ਕੰਪਿਊਟਰ ਵਿਜ਼ਨ ਦਾ ਪਰਿਚਯ. ਓਪਨਸਿਵੀ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - [AI ਮੂਲਭੂਤ: ਕਪਿਊਟਰ ਵਿਜ਼ਨ ਦੀ ਖੋਜ ਕਰੋ](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [PyTorch ਨਾਲ CV](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) + - [TensorFlow ਨਾਲ CV](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [CV ਦਾ ਪਰਿਚਯ। OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - [ਕਨਵੋਲੂਸ਼ਨਲ ਨੈੱਟਵਰਕ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - [CNN ਆਰਕੀਟੈਕਚਰ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - [ਟ੍ਰਾਂਸਫਰ ਲਰਨਿੰਗ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - [ਟ੍ਰੇਨਿੰਗ ਟ੍ਰਿਕਸ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - - [ਆਟੋਇੰਕੋਡਰ ਅਤੇ VAEs](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - - [ਜਨਰੇਟਿਵ ਐਡਵਰਸਰੀਅਲ ਨੈੱਟਵਰਕ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) + - [ਆਟੋਇੰਕੋਡਰ ਅਤੇ VAE](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) + - [ਜਨਰੇਟਿਵ ਵਿਰੋਧੀ ਨੈੱਟਵਰਕ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - [ਸਟਾਈਲ ਟ੍ਰਾਂਸਫਰ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - - [ਆਬਜੈਕਟ ਡਿਟੈਕਸ਼ਨ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) + - [ਆਬਜੇਕਟ ਡਿਟੈਕਸ਼ਨ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - [ਸੈਗਮੈਂਟੇਸ਼ਨ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) -## [ਨੈਚਰਲ ਲੈਂਗਵੇਜ ਪ੍ਰੋਸੈਸਿੰਗ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) +## [ਕੁਦਰਤੀ ਭਾਸ਼ਾ ਪ੍ਰੋਸੈਸਿੰਗ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - MS Learn 'ਤੇ - - [AI Fundamentals: NLP ਦੀ ਖੋਜ ਕਰੋ](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - - [ਪਾਈਟਾਰਚ ਨਾਲ NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - - [ਟੈਂਸਰਫਲੋ ਨਾਲ NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [ਟੈਕਸਟ ਪ੍ਰਸਤੁਤੀਕਰਨ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - - ਬੈਗ ਆਫ ਵਰਡਸ + - [AI ਮੂਲਭੂਤ: NLP ਦੀ ਖੋਜ ਕਰੋ](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - [PyTorch ਨਾਲ NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) + - [TensorFlow ਨਾਲ NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [ਪਾਠ ਪ੍ਰਤੀਨਿਧਿਤਾ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) + - ਸ਼ਬਦਾਂ ਦਾ ਬੈਗ - TF/IDF - - [ਸੈਮੈਂਟਿਕ ਐਮਬੈਡਿੰਗ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - - ਵਰਡ2ਵੈਕ - - ਗਲੋਵ + - [ਸੈਮਾਂਟਿਕ ਐਂਬਡਿੰਗ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) + - Word2Vec + - GloVE - [ਭਾਸ਼ਾ ਮਾਡਲਿੰਗ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) - - [ਰੀਕਰਨਟ ਨਿਊਰਲ ਨੈੱਟਵਰਕ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) + - [ਰਿਕਰੈਂਟ ਨਿਊਰਲ ਨੈੱਟਵਰਕ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) - LSTM - GRU - - [ਜਨਰੇਟਿਵ ਰੀਕਰਨਟ ਨੈੱਟਵਰਕ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - - [ਟ੍ਰਾਂਸਫਾਰਮਰ ਅਤੇ BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - - [ਨੇਮਡ ਐਂਟਿਟੀ ਰਿਕਗਨੀਸ਼ਨ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - - [ਟੈਕਸਟ ਜਨਰੇਸ਼ਨ ਅਤੇ GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) + - [ਜਨਰੇਟਿਵ ਰਿਕਰੈਂਟ ਨੈੱਟਵਰਕ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) + - [ਟ੍ਰਾਂਸਫੋਰਮਰ ਅਤੇ BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) + - [ਨਾਮਿਤ ਇਕਾਈ ਪਛਾਣ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) + - [ਪਾਠ ਜਨਰੇਸ਼ਨ ਅਤੇ GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) ## ਹੋਰ ਤਕਨੀਕਾਂ - - [ਜੈਨੇਟਿਕ ਐਲਗੋਰਿਥਮ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) + - [ਜਨੈਟਿਕ ਅਲਗੋਰਿਦਮ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - [ਡੀਪ ਰੀਇਨਫੋਰਸਮੈਂਟ ਲਰਨਿੰਗ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - [ਮਲਟੀ-ਏਜੰਟ ਸਿਸਟਮ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) ## [AI ਨੈਤਿਕਤਾ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - - [ਜਿੰਮੇਵਾਰ AI 'ਤੇ MS Learn](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) -## ਵਾਧੂ + - [MS Learn ਉੱਤੇ ਜ਼ਿੰਮੇਵਾਰ AI](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) +## ਐਕਸਟਰਾ - [ਮਲਟੀਮੋਡਲ ਨੈੱਟਵਰਕ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - DALL-E - VQ-GAN -**ਅਸਵੀਕਰਤੀ**: -ਇਹ ਦਸਤਾਵੇਜ਼ AI ਅਨੁਵਾਦ ਸੇਵਾ [Co-op Translator](https://github.com/Azure/co-op-translator) ਦੀ ਵਰਤੋਂ ਕਰਕੇ ਅਨੁਵਾਦ ਕੀਤਾ ਗਿਆ ਹੈ। ਜਦੋਂ ਕਿ ਅਸੀਂ ਸਹੀ ਹੋਣ ਦਾ ਯਤਨ ਕਰਦੇ ਹਾਂ, ਕਿਰਪਾ ਕਰਕੇ ਧਿਆਨ ਦਿਓ ਕਿ ਸਵੈਚਾਲਿਤ ਅਨੁਵਾਦਾਂ ਵਿੱਚ ਗਲਤੀਆਂ ਜਾਂ ਅਸੁਣਤੀਆਂ ਹੋ ਸਕਦੀਆਂ ਹਨ। ਇਸ ਦੀ ਮੂਲ ਭਾਸ਼ਾ ਵਿੱਚ ਮੌਜੂਦ ਮੂਲ ਦਸਤਾਵੇਜ਼ ਨੂੰ ਪ੍ਰਮਾਣਿਕ ਸਰੋਤ ਮੰਨਿਆ ਜਾਣਾ ਚਾਹੀਦਾ ਹੈ। ਮਹੱਤਵਪੂਰਨ ਜਾਣਕਾਰੀ ਲਈ, ਪੇਸ਼ੇਵਰ ਮਨੁੱਖੀ ਅਨੁਵਾਦ ਦੀ ਸਿਫਾਰਸ਼ ਕੀਤੀ ਜਾਂਦੀ ਹੈ। ਇਸ ਅਨੁਵਾਦ ਦੇ ਪ੍ਰਯੋਗ ਤੋਂ ਪੈਦਾ ਹੋਣ ਵਾਲੇ ਕਿਸੇ ਵੀ ਗਲਤਫਹਮੀਆਂ ਜਾਂ ਗਲਤ ਵਿਆਖਿਆਵਾਂ ਲਈ ਅਸੀਂ ਜ਼ਿੰਮੇਵਾਰ ਨਹੀਂ ਹਾਂ। \ No newline at end of file +--- + + +**ਡਿਸਕਲੇਮਰ**: +ਇਹ ਦਸਤਾਵੇਜ਼ AI ਅਨੁਵਾਦ ਸੇਵਾ [Co-op Translator](https://github.com/Azure/co-op-translator) ਦੀ ਵਰਤੋਂ ਕਰਕੇ ਅਨੁਵਾਦਿਤ ਕੀਤਾ ਗਿਆ ਹੈ। ਜਦੋਂ ਕਿ ਅਸੀਂ ਸਹੀਤਾ ਲਈ ਕੋਸ਼ਿਸ਼ ਕਰਦੇ ਹਾਂ, ਕਿਰਪਾ ਕਰਕੇ ਧਿਆਨ ਦਿਓ ਕਿ ਸਵਅਚਾਲਿਤ ਅਨੁਵਾਦਾਂ ਵਿੱਚ ਗਲਤੀਆਂ ਜਾਂ ਅਣਸੰਤੁਸ਼ਟੀਆਂ ਹੋ ਸਕਦੀਆਂ ਹਨ। ਮੂਲ ਦਸਤਾਵੇਜ਼ ਆਪਣੇ ਮੂਲ ਭਾਸ਼ਾ ਵਿੱਚ ਅਧਿਕૃત ਸਰੋਤ ਮੰਨਿਆ ਜਾਣਾ ਚਾਹੀਦਾ ਹੈ। ਜਰੂਰੀ ਜਾਣਕਾਰੀ ਲਈ, ਪੇਸ਼ੇਵਰ ਮਨੁੱਖੀ ਅਨੁਵਾਦ ਦੀ ਸਿਫਾਰਸ਼ ਕੀਤੀ ਜਾਂਦੀ ਹੈ। ਅਸੀਂ ਇਸ ਅਨੁਵਾਦ ਦੀ ਵਰਤੋਂ ਦੇ ਨਤੀਜੇ ਵਜੋਂ ਹੋਣ ਵਾਲੇ ਕਿਸੇ ਵੀ ਗਲਤ ਸਮਝ ਜਾਂ ਭ੍ਰਮ ਲਈ ਜ਼ਿੰਮੇਵਾਰ ਨਹੀਂ ਹਾਂ। + \ No newline at end of file From 518f65f1e0edb9a724cdd19c5241810808e228fc Mon Sep 17 00:00:00 2001 From: "localizeflow[bot]" Date: Mon, 20 Apr 2026 16:06:18 +0000 Subject: [PATCH 10/17] chore(i18n): sync translations with latest source changes (chunk 1/1, 6 changes) --- translations/el/.co-op-translator.json | 4 +- translations/el/etc/Mindmap.md | 64 +++++++++++----------- translations/pl/.co-op-translator.json | 4 +- translations/pl/etc/Mindmap.md | 42 ++++++++------- translations/tr/.co-op-translator.json | 4 +- translations/tr/etc/Mindmap.md | 74 ++++++++++++++------------ 6 files changed, 99 insertions(+), 93 deletions(-) diff --git a/translations/el/.co-op-translator.json b/translations/el/.co-op-translator.json index 9fdc10c6..e7886cd0 100644 --- a/translations/el/.co-op-translator.json +++ b/translations/el/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "el" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-29T09:29:29+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T16:06:10+00:00", "source_file": "etc/Mindmap.md", "language_code": "el" }, diff --git a/translations/el/etc/Mindmap.md b/translations/el/etc/Mindmap.md index 3676af97..f3309fbb 100644 --- a/translations/el/etc/Mindmap.md +++ b/translations/el/etc/Mindmap.md @@ -1,40 +1,40 @@ -# Τεχνητή Νοημοσύνη (AI) +# AI -## [Εισαγωγή στην Τεχνητή Νοημοσύνη](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - - Ορισμός της Τεχνητής Νοημοσύνης - - Ιστορία της Τεχνητής Νοημοσύνης - - Προσεγγίσεις στην Τεχνητή Νοημοσύνη - - Από πάνω προς τα κάτω/Συμβολική - - Από κάτω προς τα πάνω/Νευρωνική +## [Εισαγωγή στην AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) + - Ορισμός της AI + - Ιστορία της AI + - Προσεγγίσεις στην AI + - Από πάνω προς τα κάτω / Συμβολική + - Από κάτω προς τα πάνω / Νευρωνική - Εξελικτική - - Συνεργιστική / Αναδυόμενη Τεχνητή Νοημοσύνη + - Συνεργιστική / Αναδυόμενη AI - [Microsoft AI Business School](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) -## [Συμβολική Τεχνητή Νοημοσύνη](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - - Αναπαράσταση Γνώσης +## [Συμβολική AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) + - Αναπαράσταση γνώσης - [Συστήματα Ειδικών](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - [Οντολογίες](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - Σημασιολογικός Ιστός ## [Νευρωνικά Δίκτυα](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - - [Perceptron](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - - [Πολυστρωματικά Δίκτυα](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - - [Εισαγωγή στα Frameworks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) + - [Περσέπτρον](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) + - [Πολυεπίπεδα Δίκτυα](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) + - [Εισαγωγή σε Πλαίσια Εργασίας](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - [Υπερεκπαίδευση](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) ## [Υπολογιστική Όραση](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - Στο MS Learn - - [Βασικά της Τεχνητής Νοημοσύνης: Εξερεύνηση Υπολογιστικής Όρασης](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [Βασικές Αρχές AI: Εξερευνήστε την Υπολογιστική Όραση](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - [Υπολογιστική Όραση με PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - [Υπολογιστική Όραση με TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - [Εισαγωγή στην Υπολογιστική Όραση. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - [Συνελικτικά Δίκτυα](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - [Αρχιτεκτονικές CNN](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - - [Μεταφορά Μάθησης](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - - [Τεχνικές Εκπαίδευσης](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - - [Αυτοκωδικοποιητές και VAEs](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) + - [Μεταφορά Εκμάθησης](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) + - [Τεχνάσματα Εκπαίδευσης](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) + - [Αυτόματοι Κωδικοποιητές και VAEs](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - [Γενετικά Ανταγωνιστικά Δίκτυα](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - [Μεταφορά Στυλ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - [Ανίχνευση Αντικειμένων](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) @@ -42,33 +42,31 @@ ## [Επεξεργασία Φυσικής Γλώσσας](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - Στο MS Learn - - [Βασικά της Τεχνητής Νοημοσύνης: Εξερεύνηση Επεξεργασίας Φυσικής Γλώσσας](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - [Βασικές Αρχές AI: Εξερευνήστε την Επεξεργασία Φυσικής Γλώσσας](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - [Επεξεργασία Φυσικής Γλώσσας με PyTorch](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - [Επεξεργασία Φυσικής Γλώσσας με TensorFlow](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - [Αναπαράσταση Κειμένου](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - - Σάκος Λέξεων + - Bag of Words - TF/IDF - [Σημασιολογικές Ενσωματώσεις](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - Word2Vec - GloVE - [Μοντελοποίηση Γλώσσας](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) - - [Επαναλαμβανόμενα Νευρωνικά Δίκτυα](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) + - [Παλινδρομικά Νευρωνικά Δίκτυα](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) - LSTM - GRU - - [Γενετικά Επαναλαμβανόμενα Δίκτυα](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - - [Transformers και BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - - [Αναγνώριση Οντοτήτων](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - - [Παραγωγή Κειμένου και GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) - + - [Γενετικά Παλινδρομικά Δίκτυα](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) + - [Μετασχηματιστές και BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) + - [Αναγνώριση Ονοματισμένων Οντοτήτων](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) + - [Δημιουργία Κειμένου και GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) ## Άλλες Τεχνικές - [Γενετικοί Αλγόριθμοι](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - [Βαθιά Ενισχυτική Μάθηση](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - - [Πολυπρακτορικά Συστήματα](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) + - [Συστήματα Πολυ-πρακτόρων](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) -## [Ηθική στην Τεχνητή Νοημοσύνη](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - - [MS Learn για Υπεύθυνη Τεχνητή Νοημοσύνη](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) - -## Πρόσθετα +## [Ηθική της AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) + - [MS Learn για Υπεύθυνη AI](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) +## Επιπλέον - [Πολυτροπικά Δίκτυα](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - DALL-E @@ -76,5 +74,7 @@ --- -**Αποποίηση ευθύνης**: -Αυτό το έγγραφο έχει μεταφραστεί χρησιμοποιώντας την υπηρεσία αυτόματης μετάφρασης [Co-op Translator](https://github.com/Azure/co-op-translator). Παρόλο που καταβάλλουμε προσπάθειες για ακρίβεια, παρακαλούμε να έχετε υπόψη ότι οι αυτοματοποιημένες μεταφράσεις ενδέχεται να περιέχουν σφάλματα ή ανακρίβειες. Το πρωτότυπο έγγραφο στη μητρική του γλώσσα θα πρέπει να θεωρείται η αυθεντική πηγή. Για κρίσιμες πληροφορίες, συνιστάται επαγγελματική ανθρώπινη μετάφραση. Δεν φέρουμε ευθύνη για τυχόν παρεξηγήσεις ή εσφαλμένες ερμηνείες που προκύπτουν από τη χρήση αυτής της μετάφρασης. \ No newline at end of file + +**Αποποίηση Ευθύνης**: +Αυτό το έγγραφο έχει μεταφραστεί χρησιμοποιώντας την υπηρεσία μετάφρασης με τεχνητή νοημοσύνη [Co-op Translator](https://github.com/Azure/co-op-translator). Παρόλο που επιδιώκουμε την ακρίβεια, παρακαλούμε να γνωρίζετε ότι οι αυτόματες μεταφράσεις μπορεί να περιέχουν λάθη ή ανακρίβειες. Το πρωτότυπο έγγραφο στη μητρική του γλώσσα πρέπει να θεωρείται η επίσημη πηγή. Για κρίσιμες πληροφορίες, συστήνεται επαγγελματική μετάφραση από άνθρωπο. Δεν ευθυνόμαστε για τυχόν παρεξηγήσεις ή λανθασμένες ερμηνείες που προκύπτουν από τη χρήση αυτής της μετάφρασης. + \ No newline at end of file diff --git a/translations/pl/.co-op-translator.json b/translations/pl/.co-op-translator.json index bf12cef2..f1ffbce7 100644 --- a/translations/pl/.co-op-translator.json +++ b/translations/pl/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "pl" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-24T10:51:24+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T16:04:55+00:00", "source_file": "etc/Mindmap.md", "language_code": "pl" }, diff --git a/translations/pl/etc/Mindmap.md b/translations/pl/etc/Mindmap.md index 423eba68..81585d81 100644 --- a/translations/pl/etc/Mindmap.md +++ b/translations/pl/etc/Mindmap.md @@ -4,17 +4,17 @@ - Definicja AI - Historia AI - Podejścia do AI - - Top-down/Symboliczne - - Bottom-up/Neuronalne + - Z góry w dół/Symboliczne + - Od dołu do góry/Neuronowe - Ewolucyjne - - Synergiczne / Emergentne AI + - Synergiczne / Wyłaniające się AI - [Microsoft AI Business School](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) ## [Symboliczne AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - Reprezentacja wiedzy - - [Systemy ekspertowe](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) + - [Systemy eksperckie](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - [Ontologie](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - - Semantyczna sieć + - Semantyczny Web ## [Sieci neuronowe](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - [Perceptron](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) @@ -22,29 +22,29 @@ - [Wprowadzenie do frameworków](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - - [Przeuczenie](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) + - [Przeuczenie (Overfitting)](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) -## [Wizja komputerowa](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) +## [Widzenie komputerowe](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - Na MS Learn - - [Podstawy AI: Eksploracja wizji komputerowej](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - - [Wizja komputerowa z PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - - [Wizja komputerowa z TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [Wprowadzenie do wizji komputerowej. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - [Podstawy AI: Odkryj widzenie komputerowe](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [Widzenie komputerowe z PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) + - [Widzenie komputerowe z TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [Wprowadzenie do widzenia komputerowego. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - [Sieci konwolucyjne](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - [Architektury CNN](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - [Uczenie transferowe](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - [Triki treningowe](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - - [Autoenkodery i VAEs](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) + - [Autoenkodery i VAE](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - [Generatywne sieci przeciwstawne](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - [Transfer stylu](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - - [Detekcja obiektów](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) + - [Wykrywanie obiektów](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - [Segmentacja](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) ## [Przetwarzanie języka naturalnego](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - Na MS Learn - - [Podstawy AI: Eksploracja NLP](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - - [NLP z PyTorch](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - - [NLP z TensorFlow](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [Podstawy AI: Odkryj przetwarzanie języka naturalnego](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - [Przetwarzanie języka naturalnego z PyTorch](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) + - [Przetwarzanie języka naturalnego z TensorFlow](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - [Reprezentacja tekstu](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - Bag of Words - TF/IDF @@ -59,20 +59,22 @@ - [Transformery i BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - [Rozpoznawanie nazwanych jednostek](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - [Generowanie tekstu i GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) - ## Inne techniki - [Algorytmy genetyczne](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - - [Głębokie uczenie przez wzmacnianie](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) + - [Głębokie uczenie ze wzmocnieniem](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - [Systemy wieloagentowe](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) ## [Etyka AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - [MS Learn o odpowiedzialnym AI](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) - ## Dodatki - [Sieci multimodalne](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - DALL-E - VQ-GAN +--- + + **Zastrzeżenie**: -Ten dokument został przetłumaczony za pomocą usługi tłumaczenia AI [Co-op Translator](https://github.com/Azure/co-op-translator). Chociaż staramy się zapewnić dokładność, prosimy mieć na uwadze, że automatyczne tłumaczenia mogą zawierać błędy lub nieścisłości. Oryginalny dokument w jego rodzimym języku powinien być uznawany za wiarygodne źródło. W przypadku informacji krytycznych zaleca się skorzystanie z profesjonalnego tłumaczenia przez człowieka. Nie ponosimy odpowiedzialności za jakiekolwiek nieporozumienia lub błędne interpretacje wynikające z użycia tego tłumaczenia. \ No newline at end of file +Ten dokument został przetłumaczony za pomocą usługi tłumaczeń AI [Co-op Translator](https://github.com/Azure/co-op-translator). Mimo że dokładamy starań, aby tłumaczenie było precyzyjne, prosimy mieć na uwadze, że automatyczne tłumaczenia mogą zawierać błędy lub nieścisłości. Oryginalny dokument w jego języku źródłowym należy traktować jako źródło autorytatywne. Dla ważnych informacji zalecane jest skorzystanie z profesjonalnego tłumaczenia wykonanego przez człowieka. Nie ponosimy odpowiedzialności za jakiekolwiek nieporozumienia lub błędne interpretacje wynikające z korzystania z tego tłumaczenia. + \ No newline at end of file diff --git a/translations/tr/.co-op-translator.json b/translations/tr/.co-op-translator.json index dc10182f..341c8a18 100644 --- a/translations/tr/.co-op-translator.json +++ b/translations/tr/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "tr" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-26T07:41:10+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T16:05:23+00:00", "source_file": "etc/Mindmap.md", "language_code": "tr" }, diff --git a/translations/tr/etc/Mindmap.md b/translations/tr/etc/Mindmap.md index d60f5532..40182de1 100644 --- a/translations/tr/etc/Mindmap.md +++ b/translations/tr/etc/Mindmap.md @@ -1,76 +1,80 @@ -# Yapay Zeka +# AI -## [Yapay Zekaya Giriş](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - - Yapay Zeka Tanımı - - Yapay Zekanın Tarihi - - Yapay Zekaya Yaklaşımlar +## [AI'ya Giriş](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) + - AI Tanımı + - AI Tarihi + - AI Yaklaşımları - Yukarıdan Aşağıya/Sembolik - - Aşağıdan Yukarıya/Sinirsel + - Aşağıdan Yukarıya/Yapay Sinir - Evrimsel - - Sinerjik / Ortaya Çıkan Yapay Zeka - - [Microsoft Yapay Zeka İşletme Okulu](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) + - Sinerjik / Ortaya Çıkan AI + - [Microsoft AI İş Okulu](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) -## [Sembolik Yapay Zeka](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) +## [Sembolik AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - Bilgi Temsili - [Uzman Sistemler](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - [Ontolojiler](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - Anlamsal Web -## [Sinir Ağları](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) +## [Yapay Sinir Ağları](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - [Perceptron](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - [Çok Katmanlı Ağlar](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - - [Frameworklere Giriş](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) + - [Çerçevelere Giriş](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - - [Aşırı Uyum](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) + - [Aşırı Uydurma](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) -## [Bilgisayarla Görme](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - - MS Learn'de - - [Yapay Zeka Temelleri: Bilgisayarla Görmeyi Keşfet](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - - [PyTorch ile Bilgisayarla Görme](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - - [TensorFlow ile Bilgisayarla Görme](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [Bilgisayarla Görmeye Giriş. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) +## [Bilgisayarla Görü](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) + - MS Learn üzerinde + - [AI Temelleri: Bilgisayarla Görüyü Keşfedin](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [PyTorch ile CV](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) + - [TensorFlow ile CV](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [CV'ye Giriş. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - [Konvolüsyonel Ağlar](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - [CNN Mimarileri](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - [Transfer Öğrenme](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - - [Eğitim İpuçları](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - - [Otoenkoderler ve VAEs](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - - [Üretici Çekişmeli Ağlar](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) + - [Eğitim Püf Noktaları](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) + - [Otoenkoderler ve VAE'ler](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) + - [Üretici Rekabetçi Ağlar](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - [Stil Transferi](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - - [Nesne Tespiti](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) + - [Nesne Algılama](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - [Segmentasyon](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) ## [Doğal Dil İşleme](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - - MS Learn'de - - [Yapay Zeka Temelleri: Doğal Dil İşlemeyi Keşfet](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - - [PyTorch ile Doğal Dil İşleme](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - - [TensorFlow ile Doğal Dil İşleme](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - MS Learn üzerinde + - [AI Temelleri: Doğal Dil İşlemeyi Keşfedin](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - [PyTorch ile NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) + - [TensorFlow ile NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - [Metin Temsili](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - Kelime Torbası - TF/IDF - - [Anlamsal Gömüler](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) + - [Anlamsal Gömülü Temsiller](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - Word2Vec - GloVE - - [Dil Modelleme](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) + - [Dil Modellemesi](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) - [Tekrarlayan Sinir Ağları](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) - LSTM - GRU - [Üretici Tekrarlayan Ağlar](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - - [Transformers ve BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) + - [Transformerlar ve BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - [Adlandırılmış Varlık Tanıma](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - [Metin Üretimi ve GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) ## Diğer Teknikler - [Genetik Algoritmalar](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - [Derin Pekiştirmeli Öğrenme](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - - [Çoklu Aracılı Sistemler](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) + - [Çoklu Ajan Sistemleri](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) -## [Yapay Zeka Etiği](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - - [Sorumlu Yapay Zeka Üzerine MS Learn](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) -## Ekstralar - - [Multimodal Ağlar](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) +## [AI Etiği](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) + - [MS Learn'de Sorumlu AI](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) +## Ekstra + - [Çok Modlu Ağlar](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - DALL-E - VQ-GAN +--- + + **Feragatname**: -Bu belge, AI çeviri hizmeti [Co-op Translator](https://github.com/Azure/co-op-translator) kullanılarak çevrilmiştir. Doğruluk için çaba göstersek de, otomatik çevirilerin hata veya yanlışlıklar içerebileceğini lütfen unutmayın. Orijinal belgenin kendi dilindeki hali yetkili kaynak olarak kabul edilmelidir. Kritik bilgiler için profesyonel insan çevirisi önerilir. Bu çevirinin kullanımından kaynaklanan herhangi bir yanlış anlama veya yanlış yorumlama durumunda sorumluluk kabul edilmez. \ No newline at end of file +Bu belge, AI çeviri servisi [Co-op Translator](https://github.com/Azure/co-op-translator) kullanılarak çevrilmiştir. Doğruluk için çaba göstersek de, otomatik çevirilerin hata veya tutarsızlıklar içerebileceğini lütfen unutmayın. Orijinal belge, yetkili kaynak olarak kabul edilmelidir. Önemli bilgiler için profesyonel insan çevirisi önerilir. Bu çevirinin kullanımı sonucu ortaya çıkabilecek yanlış anlamalar veya yanlış yorumlamalar nedeniyle sorumluluk kabul edilmemektedir. + \ No newline at end of file From 0d1fd3d8d9ddb246bd1f86caf6e70e5853ce476e Mon Sep 17 00:00:00 2001 From: "localizeflow[bot]" Date: Mon, 20 Apr 2026 16:10:08 +0000 Subject: [PATCH 11/17] chore(i18n): sync translations with latest source changes (chunk 1/1, 6 changes) --- translations/hr/.co-op-translator.json | 4 +- translations/hr/etc/Mindmap.md | 58 +++++++------- translations/my/.co-op-translator.json | 4 +- translations/my/etc/Mindmap.md | 106 +++++++++++++------------ translations/sl/.co-op-translator.json | 4 +- translations/sl/etc/Mindmap.md | 68 ++++++++-------- 6 files changed, 126 insertions(+), 118 deletions(-) diff --git a/translations/hr/.co-op-translator.json b/translations/hr/.co-op-translator.json index bdd8f8e1..19e37357 100644 --- a/translations/hr/.co-op-translator.json +++ b/translations/hr/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "hr" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-26T00:51:04+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T16:08:41+00:00", "source_file": "etc/Mindmap.md", "language_code": "hr" }, diff --git a/translations/hr/etc/Mindmap.md b/translations/hr/etc/Mindmap.md index 028060e8..0d42d142 100644 --- a/translations/hr/etc/Mindmap.md +++ b/translations/hr/etc/Mindmap.md @@ -1,18 +1,18 @@ # AI ## [Uvod u AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - - Definicija AI-a - - Povijest AI-a - - Pristupi AI-u - - Top-down/Simbolički - - Bottom-up/Neuronski + - Definicija AI + - Povijest AI + - Pristupi AI + - Od vrha prema dolje/Simblički + - Od dna prema gore/Neuralni - Evolucijski - Sinergijski / Emergentni AI - [Microsoft AI Business School](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) ## [Simbolički AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - Predstavljanje znanja - - [Ekspertni sustavi](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) + - [Ekspertski sustavi](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - [Ontologije](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - Semantički web @@ -22,57 +22,59 @@ - [Uvod u okvire](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - - [Prenaučenost](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) + - [Prenaučavanje (Overfitting)](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) ## [Računalni vid](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - Na MS Learn - - [Osnove AI-a: Istražite računalni vid](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - - [Računalni vid s PyTorchom](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - - [Računalni vid s TensorFlowom](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [Osnove AI: Istražite računalni vid](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [Računalni vid s PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) + - [Računalni vid s TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - [Uvod u računalni vid. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - [Konvolucijske mreže](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - - [Arhitekture CNN-a](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - - [Transfer učenje](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) + - [CNN arhitekture](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) + - [Prenosno učenje](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - [Trikovi za treniranje](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - - [Autoenkoderi i VAEs](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - - [Generativne suparničke mreže](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - - [Prijenos stila](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) + - [Autoenkoderi i VAE](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) + - [Generativne suprotstavljene mreže](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) + - [Prenos stila](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - [Detekcija objekata](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - [Segmentacija](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) ## [Obrada prirodnog jezika](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - Na MS Learn - - [Osnove AI-a: Istražite NLP](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - - [NLP s PyTorchom](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - - [NLP s TensorFlowom](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [Osnove AI: Istražite NLP](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - [NLP s PyTorch](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) + - [NLP s TensorFlow](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - [Predstavljanje teksta](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - - Bag of Words + - Košara riječi - TF/IDF - - [Semantičke ugrađenosti](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) + - [Semantičke ugradnje](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - Word2Vec - GloVE - [Modeliranje jezika](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) - - [Rekurzivne neuronske mreže](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) + - [Rekurentne neuronske mreže](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) - LSTM - GRU - - [Generativne rekurzivne mreže](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) + - [Generativne rekurentne mreže](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - [Transformeri i BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - [Prepoznavanje imenovanih entiteta](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - [Generiranje teksta i GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) - ## Ostale tehnike - [Genetski algoritmi](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - - [Duboko pojačano učenje](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) + - [Duboko učenje s potkrepljenjem](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - [Sustavi s više agenata](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) -## [Etika AI-a](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - - [MS Learn o odgovornom AI-u](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) - +## [Etika AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) + - [MS Learn o odgovornom AI](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) ## Dodaci - [Multimodalne mreže](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - DALL-E - VQ-GAN +--- + + **Odricanje od odgovornosti**: -Ovaj dokument je preveden pomoću AI usluge za prevođenje [Co-op Translator](https://github.com/Azure/co-op-translator). Iako nastojimo osigurati točnost, imajte na umu da automatski prijevodi mogu sadržavati pogreške ili netočnosti. Izvorni dokument na izvornom jeziku treba smatrati autoritativnim izvorom. Za ključne informacije preporučuje se profesionalni prijevod od strane stručnjaka. Ne preuzimamo odgovornost za nesporazume ili pogrešne interpretacije koje mogu proizaći iz korištenja ovog prijevoda. \ No newline at end of file +Ovaj dokument preveden je pomoću AI prevoditeljskog servisa [Co-op Translator](https://github.com/Azure/co-op-translator). Iako nastojimo postići točnost, molimo imajte na umu da automatizirani prijevodi mogu sadržavati pogreške ili netočnosti. Izvorni dokument na izvornom jeziku treba se smatrati autoritativnim izvorom. Za kritične informacije preporučuje se profesionalni ljudski prijevod. Nismo odgovorni za bilo kakva nesporazume ili pogrešna tumačenja koja proizlaze iz korištenja ovog prijevoda. + \ No newline at end of file diff --git a/translations/my/.co-op-translator.json b/translations/my/.co-op-translator.json index 5cb1f695..b2cf6751 100644 --- a/translations/my/.co-op-translator.json +++ b/translations/my/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "my" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-26T00:52:27+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T16:10:00+00:00", "source_file": "etc/Mindmap.md", "language_code": "my" }, diff --git a/translations/my/etc/Mindmap.md b/translations/my/etc/Mindmap.md index 062431aa..2855eaed 100644 --- a/translations/my/etc/Mindmap.md +++ b/translations/my/etc/Mindmap.md @@ -1,76 +1,80 @@ # AI -## [AI အကြောင်းအရာမိတ်ဆက်](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - - AI အဓိပ္ပာယ် - - AI ရဲ့ သမိုင်းကြောင်း - - AI ကို ခွဲခြားလေ့လာနည်းများ - - အပေါ်မှအောက်သို့/သင်္ချာဆန်သောနည်းလမ်း - - အောက်မှအပေါ်သို့/နယူးရယ်နည်းလမ်း - - ရှင်သန်မှုဆိုင်ရာနည်းလမ်း - - ပေါင်းစပ်/ပေါ်ပေါက်လာသော AI - - [Microsoft AI Business School](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) +## [AI ကို မိတ်ဆက်ခြင်း](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) + - AI ဆိုတာဘာလဲ + - AI ၏ သမိုင်းဖြစ်ရပ်များ + - AI ကို ရောက်ရှိစေမည့် နည်းလမ်းများ + - အပေါ်မှ အောက်သို့/သင်္ကေတအခြေခံ + - အောက်မှ အပေါ်သို့/နယူးရယ် + - ဖွံ့ဖြိုးတိုးတက်မှုအခြေခံ + - ပူးပေါင်းညီညွတ် / Emergent AI + - [Microsoft AI စီးပွားရေးပညာရှင်ကျောင်း](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) -## [Symbolic AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - - အသိပညာကို ကိုယ်စားပြုခြင်း +## [သင်္ကေတအခြေခံ AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) + - နည်းပညာတင်စားမှု - [ကျွမ်းကျင်သူစနစ်များ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - - [Ontologies](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - - Semantic Web + - [သဘင်အင်္ဂါရပ်များ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) + - အဓိပ္ပါယ် စနစ် ဝက်ဘ် -## [Neural Networks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) +## [နယူးရယ်ကွန်ရက်များ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - [Perceptron](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - - [Multi-Layered Networks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - - [Framework များအကြောင်းမိတ်ဆက်](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) + - [အလွှာများစွာရှိ ကွန်ရက်များ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) + - [Framework များ သို့မဟုတ် အခြေခံသဘောတရား မိတ်ဆက်ခြင်း](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - [Overfitting](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) -## [Computer Vision](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - - MS Learn တွင် - - [AI Fundamentals: Computer Vision ကိုလေ့လာပါ](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - - [CV with PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - - [CV with TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [Computer Vision မိတ်ဆက်. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - - [Convolutional Networks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - - [CNN Architectures](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - - [Transfer Learning](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - - [Training Tricks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - - [Autoencoders နှင့် VAEs](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) +## [ကွန်ပျူတာမြင်မြင်ကွင်း](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) + - MS Learn ပေါ်တွင် + - [AI အခြေခံ: ကွန်ပျူတာမြင်မြင်ကွင်းကို ရှာဖွေမည်](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [PyTorch နဲ့ CV](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) + - [TensorFlow နဲ့ CV](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [CV မိတ်ဆက်. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - [သုံးနိုင်သော ကွန်ဗွယ်ရှင်းကွန်ရက်များ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) + - [CNN တည်ဆောက်ပုံများ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) + - [အမြည့်တက်သင်ယူမှု (Trasnsfer Learning)](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) + - [လေ့ကျင့်မှုလွှာအတတ်ပညာများ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) + - [Autoencoders နှင့် VAE များ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - [Generative Adversarial Networks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - - [Style Transfer](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - - [Object Detection](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - - [Segmentation](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) + - [စတိုင်လ်လဲခြင်း](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) + - [ပစ္စည်းတွေကို ရှာဖွေရေး](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) + - [အစိတ်အပိုင်းခွဲခြားခြင်း](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) -## [Natural Language Processing](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - - MS Learn တွင် - - [AI Fundamentals: NLP ကိုလေ့လာပါ](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - - [NLP with PyTorch](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - - [NLP with TensorFlow](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [စာသားကိုယ်စားပြုခြင်း](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - - Bag of Words +## [သဘာဝဘာသာစကား ခြုံငုံလေ့လာမှု](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) + - MS Learn ပေါ်တွင် + - [AI အခြေခံ: NLP ကို ရှာဖွေမယ်](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - [PyTorch နဲ့ NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) + - [TensorFlow နဲ့ NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [စာသား ကိုယ်စားပြုမှု](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) + - စကားလုံးအထုပ် - TF/IDF - - [Semantic Embeddings](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) + - [အဓိပ္ပါယ်ဆိုင်ရာ တပ်ဆင်မှုများ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - Word2Vec - GloVE - - [ဘာသာစကားမော်ဒယ်တည်ဆောက်ခြင်း](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) + - [ဘာသာစကားပုံစံဖန်တီးခြင်း](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) - [Recurrent Neural Networks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) - LSTM - GRU - [Generative Recurrent Networks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - [Transformers နှင့် BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - - [Named Entity Recognition](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - - [စာသားထုတ်လုပ်ခြင်းနှင့် GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) -## အခြားနည်းလမ်းများ - - [Genetic Algorithms](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - - [Deep Reinforcement Learning](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - - [Multi-Agent Systems](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) + - [နာမည်ရှိ အရာဝတ္ထု အသိအမှတ်ပြုခြင်း](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) + - [စာသားဖန်တီးခြင်းနှင့် GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) +## အခြားနည်းပညာများ + - [ဂျီနက်တစ် အယ်လ်ဂိုရီသမ်များ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) + - [နက်ရှိုင်းသော တိုးတက်မှု သင်ယူမှု](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) + - [အဖွဲ့ဝင်များစွာ ပါဝင်သော စနစ်များ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) -## [AI အကျင့်သိက္ခာ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - - [MS Learn တွင် တာဝန်ရှိသော AI](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) -## အပိုဆောင်းများ - - [Multimodal Networks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) +## [AI ယဉ်ကျေးမှုနှင့် သဘာဝကျမှု](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) + - [MS Learn ရဲ့ တာဝန်ယူသော AI အကြောင်း](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) +## အပိုပညာများ + - [အမျိုးမျိုးသော မျက်နှာပြင်ကွန်ရက်များ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - DALL-E - VQ-GAN -**အကြောင်းကြားချက်**: -ဤစာရွက်စာတမ်းကို AI ဘာသာပြန်ဝန်ဆောင်မှု [Co-op Translator](https://github.com/Azure/co-op-translator) ကို အသုံးပြု၍ ဘာသာပြန်ထားပါသည်။ ကျွန်ုပ်တို့သည် တိကျမှန်ကန်မှုအတွက် ကြိုးစားနေပါသော်လည်း၊ အလိုအလျောက် ဘာသာပြန်မှုများတွင် အမှားများ သို့မဟုတ် မမှန်ကန်မှုများ ပါဝင်နိုင်သည်ကို သတိပြုပါ။ မူရင်းစာရွက်စာတမ်းကို ၎င်း၏ မူလဘာသာစကားဖြင့် အာဏာတရ အရင်းအမြစ်အဖြစ် ရှုလေ့လာသင့်ပါသည်။ အရေးကြီးသော အချက်အလက်များအတွက် လူ့ဘာသာပြန်ပညာရှင်များမှ ပရော်ဖက်ရှင်နယ် ဘာသာပြန်မှုကို အကြံပြုပါသည်။ ဤဘာသာပြန်မှုကို အသုံးပြုခြင်းမှ ဖြစ်ပေါ်လာသော အလွဲအမှားများ သို့မဟုတ် အနားလွဲမှုများအတွက် ကျွန်ုပ်တို့သည် တာဝန်မယူပါ။ \ No newline at end of file +--- + + +**အရေးကြီးသတိပေးချက်** +ဤစာတမ်းကို AI ဘာသာပြန်ဝန်ဆောင်မှု [Co-op Translator](https://github.com/Azure/co-op-translator) ဖြင့် ဘာသာပြန်ထားပါသည်။ ကျွန်ုပ်တို့သည် တိကျမှုအတွက် ကြိုးစားနေပါသော်လည်း၊ မှန်ကန်မှုမရှိခြင်း သို့မဟုတ် အမှားများပါရှိနိုင်မှုကို သိရှိထားရန် လိုသည်။ မူလစာတမ်းကို သူ့ရိုးရာဘာသာစကားဖြင့်သာ အတည်ပြုအချက်အလက်အဖြစ် သတ်မှတ်ထားသင့်ပါသည်။ အရေးကြီးသော သတင်းအချက်အလက်များအတွက် ကျွမ်းကျင်သော လူ့ဘာသာပြန်ကို အကြံပြုပါသည်။ ဤဘာသာပြန်မှုအသုံးပြုမှုကြောင့် ဖြစ်ပေါ်သည့် နားလည်မှုလွဲမှားများ သို့မဟုတ် ချိုးဖောက်မှုများအတွက် ကျွန်ုပ်တို့ တာဝန်ယူမှု မရှိပါ။ + \ No newline at end of file diff --git a/translations/sl/.co-op-translator.json b/translations/sl/.co-op-translator.json index 8de726ad..d68ddf7b 100644 --- a/translations/sl/.co-op-translator.json +++ b/translations/sl/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "sl" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-26T00:51:26+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T16:09:24+00:00", "source_file": "etc/Mindmap.md", "language_code": "sl" }, diff --git a/translations/sl/etc/Mindmap.md b/translations/sl/etc/Mindmap.md index 69942475..02aadd23 100644 --- a/translations/sl/etc/Mindmap.md +++ b/translations/sl/etc/Mindmap.md @@ -1,18 +1,18 @@ -# Umetna inteligenca (UI) +# AI -## [Uvod v UI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - - Definicija UI - - Zgodovina UI - - Pristopi k UI - - Top-down/simbolični - - Bottom-up/nevronski +## [Uvod v AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) + - Definicija AI + - Zgodovina AI + - Pristopi k AI + - Od zgoraj navzdol/Simbilski + - Od spodaj navzgor/Nevronski - Evolucijski - - Sinergijski / emergentni UI + - Sinergijski / Emergentni AI - [Microsoft AI Business School](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) -## [Simbolični UI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - - Predstavljanje znanja - - [Ekspertni sistemi](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) +## [Simbolični AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) + - Predstavitev znanja + - [Ekspertski sistemi](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - [Ontologije](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - Semantični splet @@ -22,33 +22,33 @@ - [Uvod v ogrodja](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - - [Prenaučenost](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) + - [Prepretno prileganje (Overfitting)](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) ## [Računalniški vid](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - Na MS Learn - - [Osnove UI: Raziskovanje računalniškega vida](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [Osnove AI: Raziščite računalniški vid](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - [Računalniški vid s PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - [Računalniški vid s TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [Uvod v računalniški vid. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - [Uvod v CV. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - [Konvolucijske mreže](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - [Arhitekture CNN](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - - [Prenos učenja](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - - [Triki za učenje](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) + - [Prenosno učenje](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) + - [Triki treninga](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - [Avtoenkoderji in VAE](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - - [Generativne adversarne mreže](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) + - [Generativne nasprotujoče mreže](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - [Prenos sloga](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - - [Prepoznavanje objektov](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) + - [Zaznavanje predmetov](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - [Segmentacija](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) - -## [Obdelava naravnega jezika (NLP)](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) + +## [Obdelava naravnega jezika](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - Na MS Learn - - [Osnove UI: Raziskovanje NLP](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - - [NLP s PyTorch](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - - [NLP s TensorFlow](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [Predstavljanje besedila](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - - Vreča besed (Bag of Words) + - [Osnove AI: Raziščite obdelavo naravnega jezika](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - [Obdelava jezika s PyTorch](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) + - [Obdelava jezika s TensorFlow](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [Predstavitev besedila](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) + - Vrečka besed (Bag of Words) - TF/IDF - - [Semantične vektorske predstavitve](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) + - [Semantične ugnezditve](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - Word2Vec - GloVE - [Modeliranje jezika](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) @@ -56,23 +56,25 @@ - LSTM - GRU - [Generativne rekurentne mreže](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - - [Transformerji in BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) + - [Transformatorji in BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - [Prepoznavanje imenovanih entitet](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - [Generiranje besedila in GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) - ## Druge tehnike - [Genetski algoritmi](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - [Globoko okrepljeno učenje](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - [Sistemi z več agenti](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) -## [Etika UI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - - [MS Learn o odgovorni UI](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) - +## [Etika AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) + - [MS Learn o odgovorni AI](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) ## Dodatki - [Multimodalne mreže](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - DALL-E - VQ-GAN -**Omejitev odgovornosti**: -Ta dokument je bil preveden z uporabo storitve za strojno prevajanje [Co-op Translator](https://github.com/Azure/co-op-translator). Čeprav si prizadevamo za natančnost, vas prosimo, da upoštevate, da lahko avtomatizirani prevodi vsebujejo napake ali netočnosti. Izvirni dokument v njegovem izvirnem jeziku je treba obravnavati kot avtoritativni vir. Za ključne informacije priporočamo profesionalni človeški prevod. Ne prevzemamo odgovornosti za morebitne nesporazume ali napačne razlage, ki izhajajo iz uporabe tega prevoda. \ No newline at end of file +--- + + +**Omejitev odgovornosti**: +Ta dokument je bil preveden z uporabo AI prevajalske storitve [Co-op Translator](https://github.com/Azure/co-op-translator). Čeprav si prizadevamo za natančnost, prosimo, upoštevajte, da lahko avtomatizirani prevodi vsebujejo napake ali netočnosti. Izvirni dokument v njegovem izvirnem jeziku velja za uradni vir. Za kritične informacije je priporočljiv strokovni človeški prevod. Nismo odgovorni za morebitne nesporazume ali napačne interpretacije, ki izhajajo iz uporabe tega prevoda. + \ No newline at end of file From 4671d35a9d7b2bfae52ff51853887901570e3573 Mon Sep 17 00:00:00 2001 From: "localizeflow[bot]" Date: Mon, 20 Apr 2026 16:13:55 +0000 Subject: [PATCH 12/17] chore(i18n): sync translations with latest source changes (chunk 1/1, 6 changes) --- translations/lt/.co-op-translator.json | 4 +- translations/lt/etc/Mindmap.md | 78 +++++++++---------- translations/ta/.co-op-translator.json | 4 +- translations/ta/etc/Mindmap.md | 100 +++++++++++++------------ translations/uk/.co-op-translator.json | 4 +- translations/uk/etc/Mindmap.md | 48 ++++++------ 6 files changed, 122 insertions(+), 116 deletions(-) diff --git a/translations/lt/.co-op-translator.json b/translations/lt/.co-op-translator.json index 34a4fac9..9d5082bf 100644 --- a/translations/lt/.co-op-translator.json +++ b/translations/lt/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "lt" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-31T18:04:01+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T16:13:05+00:00", "source_file": "etc/Mindmap.md", "language_code": "lt" }, diff --git a/translations/lt/etc/Mindmap.md b/translations/lt/etc/Mindmap.md index 0add5231..47ee4d2c 100644 --- a/translations/lt/etc/Mindmap.md +++ b/translations/lt/etc/Mindmap.md @@ -1,54 +1,54 @@ -# AI +# DI -## [Įvadas į AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - - AI apibrėžimas - - AI istorija - - AI metodai - - Top-down/Symbolinis - - Bottom-up/Neurinis +## [Įvadas į DI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) + - DI apibrėžimas + - DI istorija + - DI požiūriai + - Iš viršaus į apačią / simbolinis + - Iš apačios į viršų / neuroninis - Evoliucinis - - Sinerginis / Emergentinis AI - - [Microsoft AI Business School](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) + - Sinerginis / iškylantis DI + - [Microsoft DI verslo mokykla](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) -## [Simbolinis AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) +## [Simbolinis DI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - Žinių atvaizdavimas - [Ekspertinės sistemos](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - [Ontologijos](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - - Semantinis tinklas + - Semantinis internetas ## [Neuroniniai tinklai](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - - [Perceptronas](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - - [Daugiasluoksniai tinklai](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - - [Įvadas į sistemas](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) + - [Seklys](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) + - [Daugiapakopiai tinklai](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) + - [Įvadas į karkasus](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - - [Perteklinis mokymasis](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) + - [Permokymas](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) ## [Kompiuterinė rega](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - MS Learn platformoje - - [AI pagrindai: Kompiuterinės regos tyrimas](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [DI pagrindai: Kompiuterinės regos tyrinėjimas](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - [Kompiuterinė rega su PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - [Kompiuterinė rega su TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - [Įvadas į kompiuterinę regą. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - [Konvoliuciniai tinklai](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - - [CNN architektūros](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - - [Perdavimo mokymasis](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - - [Mokymosi gudrybės](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - - [Autoenkoderiai ir VAEs](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) + - [KT architektūros](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) + - [Perkėlimo mokymasis](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) + - [Mokymosi triukai](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) + - [Autoenkoderiai ir VAE](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - [Generatyviniai priešiniai tinklai](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - - [Stiliaus perdavimas](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - - [Objektų atpažinimas](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) + - [Stiliaus perkėlimas](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) + - [Objektų aptikimas](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - [Segmentacija](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) ## [Natūralios kalbos apdorojimas](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - MS Learn platformoje - - [AI pagrindai: NLP tyrimas](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - - [NLP su PyTorch](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - - [NLP su TensorFlow](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [DI pagrindai: Natūralios kalbos apdorojimo tyrinėjimas](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - [Natūralios kalbos apdorojimas su PyTorch](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) + - [Natūralios kalbos apdorojimas su TensorFlow](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - [Teksto atvaizdavimas](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - - Žodžių maišas + - Žodžių krepšelis - TF/IDF - - [Semantiniai įterpiniai](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) + - [Semantinės įembedžios](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - Word2Vec - GloVE - [Kalbos modeliavimas](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) @@ -56,19 +56,17 @@ - LSTM - GRU - [Generatyviniai rekurentiniai tinklai](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - - [Transformatoriai ir BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - - [Pavadintų objektų atpažinimas](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) + - [Transformeriai ir BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) + - [Vardinių vienetų atpažinimas](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - [Teksto generavimas ir GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) - -## Kiti metodai +## Kitos technikos - [Genetiniai algoritmai](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - - [Gilus pastiprinimo mokymasis](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - - [Daugiaveiksmės sistemos](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) + - [Gilus stiprinamasis mokymasis](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) + - [Daugiagentinės sistemos](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) -## [AI etika](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - - [MS Learn apie atsakingą AI](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) - -## Papildoma +## [DI etika](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) + - [MS Learn apie atsakingą DI](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) +## Papildoma medžiaga - [Multimodaliniai tinklai](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - DALL-E @@ -76,5 +74,7 @@ --- -**Atsakomybės apribojimas**: -Šis dokumentas buvo išverstas naudojant AI vertimo paslaugą [Co-op Translator](https://github.com/Azure/co-op-translator). Nors siekiame tikslumo, prašome atkreipti dėmesį, kad automatiniai vertimai gali turėti klaidų ar netikslumų. Originalus dokumentas jo gimtąja kalba turėtų būti laikomas autoritetingu šaltiniu. Kritinei informacijai rekomenduojama profesionali žmogaus vertimo paslauga. Mes neprisiimame atsakomybės už nesusipratimus ar klaidingus interpretavimus, atsiradusius dėl šio vertimo naudojimo. \ No newline at end of file + +**Atsakomybės apribojimas**: +Šis dokumentas buvo išverstas naudojant dirbtinio intelekto vertimo paslaugą [Co-op Translator](https://github.com/Azure/co-op-translator). Nors siekiame tikslumo, prašome atkreipti dėmesį, kad automatizuoti vertimai gali turėti klaidų ar netikslumų. Originalus dokumentas gimtąja kalba turėtų būti laikomas autoritetingu šaltiniu. Svarbiai informacijai rekomenduojamas profesionalus žmogaus atliktas vertimas. Mes neatsakome už bet kokius nesusipratimus ar neteisingus aiškinimus, kylančius dėl šio vertimo naudojimo. + \ No newline at end of file diff --git a/translations/ta/.co-op-translator.json b/translations/ta/.co-op-translator.json index ef0a9ffc..f787fe5f 100644 --- a/translations/ta/.co-op-translator.json +++ b/translations/ta/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "ta" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-10-11T11:51:06+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T16:13:47+00:00", "source_file": "etc/Mindmap.md", "language_code": "ta" }, diff --git a/translations/ta/etc/Mindmap.md b/translations/ta/etc/Mindmap.md index 59ae3100..3cc6aa2b 100644 --- a/translations/ta/etc/Mindmap.md +++ b/translations/ta/etc/Mindmap.md @@ -1,78 +1,80 @@ -# AI +# க人工 நுண்ணறிவு (AI) -## [AI அறிமுகம்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) +## [AIக்கு அறிமுகம்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - AI வரையறை - AI வரலாறு - - AI அணுகுமுறைகள் - - மேல்-கீழ்/சின்னவியல் - - கீழ்-மேல்/நரம்பியல் - - பரிணாமவியல் - - ஒத்திசைவு / தோன்றும் AI - - [Microsoft AI வணிகப் பள்ளி](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) + - AIக்கு அணுகுமுறைகள் + - மேல்-கீழ்/சின்ன இடராக்கள் + - கீழ்-மேல்/நுரையீரல் + - பரிணாம + - ஒருங்கிணைந்த / தோன்றும் AI + - [Microsoft AI வியாபார பள்ளி](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) -## [சின்னவியல் AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) +## [சின்ன இடராக்கள் AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - அறிவு பிரதிநிதித்துவம் - - [வல்லுநர் அமைப்புகள்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - - [ஒண்டாலஜிகள்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - - அர்த்தவியல் வலை + - [திறமையான அமைப்புகள்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) + - [ஒன்டாலஜிகள்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) + - அர்த்த வலை -## [நரம்பியல் வலைகள்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) +## [நுரையீரல் நெட்வொர்க்கள்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - [பெர்செப்ட்ரான்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - - [பல அடுக்கு வலைகள்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - - [Frameworks அறிமுகம்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) + - [பல அடுக்கு வளையங்கள்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) + - [கட்டமைப்புகளுக்கு அறிமுகம்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - - [Overfitting](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) + - [வரி தாண்டுதல்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) -## [கணினி பார்வை](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - - MS Learn-ல் - - [AI அடிப்படைகள்: கணினி பார்வையை ஆராயுங்கள்](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) +## [கணினி காட்சி](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) + - MS கற்கையின் மீது + - [AI அடிப்படைகள்: கணினி காட்சியை ஆராய்க](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - [PyTorch உடன் CV](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - [TensorFlow உடன் CV](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [CV அறிமுகம். OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - - [கன்வல்யூஷனல் வலைகள்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) + - [CVக்கு அறிமுகம். OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - [கொன்வலூஷனல் நெட்வொர்க்கள்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - [CNN கட்டமைப்புகள்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - - [டிரான்ஸ்ஃபர் லெர்னிங்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - - [பயிற்சி யுக்திகள்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - - [ஆட்டோஎன்கோடர்கள் மற்றும் VAEs](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - - [ஜெனரேட்டிவ் எதிர்மறை வலைகள்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - - [ஸ்டைல் டிரான்ஸ்ஃபர்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - - [பொருள் கண்டறிதல்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - - [பகுப்பாய்வு](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) + - [பரிமாற்றக் கற்றல்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) + - [பயிற்சி யுகங்கள்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) + - [ஆட்டோஎன்கோடர்ஸ் மற்றும் VAEகள்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) + - [உருவாக்கும் எதிரியினர் நெட்வொர்க்கள்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) + - [ஸ்டைல் பரிமாற்றம்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) + - [வெளிப்படுத்தல்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) + - [பிரிவாகக் காண்பித்தல்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) -## [இயற்கை மொழி செயலாக்கம்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - - MS Learn-ல் - - [AI அடிப்படைகள்: NLP ஆராயுங்கள்](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) +## [இயற்கை மொழி செயலாக்கம்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) + - MS கற்காவில் + - [AI அடிப்படைகள்: NLPயை ஆராய்க](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - [PyTorch உடன் NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - [TensorFlow உடன் NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [உரையின் பிரதிநிதித்துவம்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - - Bag of Words + - [உரை பிரதிநிதித்துவம்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) + - வார்த்தைகளின் பையை - TF/IDF - - [அர்த்தவியல் எம்பெடிங்ஸ்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) + - [அர்த்தமுள்ள நுழைவுக்குறிகள்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - Word2Vec - GloVE - - [மொழி மாதிரிகள்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) - - [மீள்நினைவியல் நரம்பியல் வலைகள்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) + - [மொழி மாதிரிகள்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) + - [மீண்டும் வரிசை நுரையீரல் நெட்வொர்க்கள்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) - LSTM - GRU - - [ஜெனரேட்டிவ் மீள்நினைவியல் வலைகள்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - - [டிரான்ஸ்ஃபார்மர்கள் மற்றும் BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - - [பெயரிடப்பட்ட பொருள் அடையாளம்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - - [உரை உருவாக்கம் மற்றும் GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) -## பிற தொழில்நுட்பங்கள் - - [ஜெனடிக் ஆல்காரிதங்கள்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - - [ஆழமான வலுவூட்டல் கற்றல்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - - [பல முகவர் அமைப்புகள்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) + - [உருவாக்கும் மீண்டும் வரிசை நெட்வொர்க்கள்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) + - [டிரான்ஸ்ஃபார்மர்களும் BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) + - [பெயரிடப்பட்ட நிறுவன அங்கீகாரம்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) + - [உரை உருவாக்கல் மற்றும் GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) +## பிற நுட்பங்கள் + - [ஜனிது அறிகுறிகள்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) + - [ஆழமான நிரந்தரக் கற்றல்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) + - [பல-ஏஜென்ட் அமைப்புகள்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) ## [AI நெறிமுறைகள்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - - [பொறுப்பான AI பற்றிய MS Learn](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) -## கூடுதல் - - [பலவகை வலைகள்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) + - [பொறுப்பான AIக்கு MS கற்கை](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) +## கூடுதல்கள் + - [பல்நிலை நெட்வொர்க்கள்](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - DALL-E - VQ-GAN --- -**குறிப்பு**: -இந்த ஆவணம் [Co-op Translator](https://github.com/Azure/co-op-translator) என்ற AI மொழிபெயர்ப்பு சேவையைப் பயன்படுத்தி மொழிபெயர்க்கப்பட்டுள்ளது. எங்கள் நோக்கம் துல்லியமாக இருக்க வேண்டும் என்றாலும், தானியங்கி மொழிபெயர்ப்புகளில் பிழைகள் அல்லது துல்லியமின்மைகள் இருக்கக்கூடும் என்பதை தயவுசெய்து கவனத்தில் கொள்ளவும். அதன் தாய்மொழியில் உள்ள மூல ஆவணம் அதிகாரப்பூர்வ ஆதாரமாக கருதப்பட வேண்டும். முக்கியமான தகவல்களுக்கு, தொழில்முறை மனித மொழிபெயர்ப்பு பரிந்துரைக்கப்படுகிறது. இந்த மொழிபெயர்ப்பைப் பயன்படுத்துவதால் ஏற்படும் எந்த தவறான புரிதல்கள் அல்லது தவறான விளக்கங்களுக்கு நாங்கள் பொறுப்பல்ல. \ No newline at end of file + +**அறிவுறுத்தல்**: +இந்த ஆவணம் AI மொழிபெயர்ப்பு சேவை [Co-op Translator](https://github.com/Azure/co-op-translator) பயன்படுத்தி மொழிபெயர்க்கப்பட்டுள்ளது. நாங்கள் துல்லியத்திற்காக முயலும் போதிலும், தானாக செய்யப்பட்ட மொழிபெயர்ப்புகளில் பிழைகள் அல்லது தவறுகள் இருக்கக்கூடும் என்பதை தயவுசெய்து அறியவும். தாய்மொழியில் உள்ள மூல ஆவணம் அதிகாரப்பூர்வமான மூலமாக கருதப்பட வேண்டும். முக்கியமான தகவல்களுக்கு, தொழில்முறை மனித மொழிபெயர்ப்பு பரிந்துரைக்கப்படுகிறது. இந்த மொழிபெயர்ப்பை பயன்படுத்துவதால் ஏற்பட்ட புரிந்துகொள்ளாமை அல்லது தவறான விளக்கங்களுக்கு எங்களால் பொறுப்பேற்றுக்கொள்ளப்படாது. + \ No newline at end of file diff --git a/translations/uk/.co-op-translator.json b/translations/uk/.co-op-translator.json index 66000a7f..b6a46558 100644 --- a/translations/uk/.co-op-translator.json +++ b/translations/uk/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "uk" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-26T00:51:53+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T16:12:28+00:00", "source_file": "etc/Mindmap.md", "language_code": "uk" }, diff --git a/translations/uk/etc/Mindmap.md b/translations/uk/etc/Mindmap.md index e0b1a367..24a2830c 100644 --- a/translations/uk/etc/Mindmap.md +++ b/translations/uk/etc/Mindmap.md @@ -1,11 +1,11 @@ -# Штучний інтелект +# ШІ ## [Вступ до ШІ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - Визначення ШІ - Історія ШІ - Підходи до ШІ - - Зверху вниз/Символічний - - Знизу вверх/Нейронний + - Зверху вниз / Символічний + - Знизу вгору / Нейронний - Еволюційний - Синергетичний / Емерджентний ШІ - [Microsoft AI Business School](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) @@ -14,7 +14,7 @@ - Представлення знань - [Експертні системи](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - [Онтології](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - - Семантична павутина + - Семантичний веб ## [Нейронні мережі](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - [Перцептрон](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) @@ -22,33 +22,33 @@ - [Вступ до фреймворків](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - - [Перенавчання](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) + - [Переобучення](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) -## [Комп'ютерний зір](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) +## [Комп’ютерний зір](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - На MS Learn - - [Основи ШІ: Дослідження комп'ютерного зору](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - - [Комп'ютерний зір з PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - - [Комп'ютерний зір з TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [Вступ до комп'ютерного зору. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - [Основи ШІ: дослідження комп’ютерного зору](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [КЗ з PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) + - [КЗ з TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [Вступ до КЗ. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - [Згорткові мережі](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - [Архітектури CNN](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - - [Трансферне навчання](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) + - [Переносне навчання](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - [Трюки для навчання](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - - [Автокодери та VAE](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) + - [Автоенкодери та VAE](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - [Генеративні змагальні мережі](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - - [Стильовий трансфер](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - - [Виявлення об'єктів](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) + - [Перенос стилю](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) + - [Виявлення об’єктів](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - [Сегментація](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) ## [Обробка природної мови](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - На MS Learn - - [Основи ШІ: Дослідження NLP](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - - [NLP з PyTorch](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - - [NLP з TensorFlow](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [Основи ШІ: дослідження обробки природної мови](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - [ОПМ з PyTorch](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) + - [ОПМ з TensorFlow](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - [Представлення тексту](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - Мішок слів - TF/IDF - - [Семантичні вбудовування](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) + - [Семантичні ембеддинги](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - Word2Vec - GloVE - [Моделювання мови](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) @@ -61,8 +61,8 @@ - [Генерація тексту та GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) ## Інші техніки - [Генетичні алгоритми](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - - [Глибоке навчання з підкріпленням](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - - [Багатоагентні системи](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) + - [Глибоке підкріплення](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) + - [Багатособові системи](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) ## [Етика ШІ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - [MS Learn про відповідальний ШІ](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) @@ -72,5 +72,9 @@ - DALL-E - VQ-GAN -**Відмова від відповідальності**: -Цей документ було перекладено за допомогою сервісу автоматичного перекладу [Co-op Translator](https://github.com/Azure/co-op-translator). Хоча ми прагнемо до точності, звертаємо вашу увагу, що автоматичні переклади можуть містити помилки або неточності. Оригінальний документ на його рідній мові слід вважати авторитетним джерелом. Для критичної інформації рекомендується професійний людський переклад. Ми не несемо відповідальності за будь-які непорозуміння або неправильні тлумачення, що виникли внаслідок використання цього перекладу. \ No newline at end of file +--- + + +**Відмова від відповідальності**: +Цей документ був перекладений за допомогою сервісу штучного інтелекту [Co-op Translator](https://github.com/Azure/co-op-translator). Хоча ми прагнемо до точності, будь ласка, майте на увазі, що автоматичні переклади можуть містити помилки або неточності. Оригінальний документ рідною мовою слід вважати авторитетним джерелом. Для критичної інформації рекомендується професійний людський переклад. Ми не несемо відповідальності за будь-які непорозуміння або неправильні тлумачення, що виникли в результаті використання цього перекладу. + \ No newline at end of file From 982c828a62a9193b6bc7102044af17deaff30ebb Mon Sep 17 00:00:00 2001 From: "localizeflow[bot]" Date: Mon, 20 Apr 2026 16:17:33 +0000 Subject: [PATCH 13/17] chore(i18n): sync translations with latest source changes (chunk 1/1, 6 changes) --- translations/et/.co-op-translator.json | 4 +- translations/et/etc/Mindmap.md | 72 ++++++++++++------------ translations/pcm/.co-op-translator.json | 4 +- translations/pcm/etc/Mindmap.md | 10 ++-- translations/te/.co-op-translator.json | 4 +- translations/te/etc/Mindmap.md | 74 ++++++++++++------------- 6 files changed, 85 insertions(+), 83 deletions(-) diff --git a/translations/et/.co-op-translator.json b/translations/et/.co-op-translator.json index a61dac4f..0a792269 100644 --- a/translations/et/.co-op-translator.json +++ b/translations/et/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "et" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-10-11T11:51:28+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T16:16:04+00:00", "source_file": "etc/Mindmap.md", "language_code": "et" }, diff --git a/translations/et/etc/Mindmap.md b/translations/et/etc/Mindmap.md index 97a5218d..902d728f 100644 --- a/translations/et/etc/Mindmap.md +++ b/translations/et/etc/Mindmap.md @@ -1,71 +1,71 @@ # AI ## [Sissejuhatus tehisintellekti](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - - Tehisintellekti definitsioon - - Tehisintellekti ajalugu - - Lähenemised tehisintellektile - - Ülalt-alla/Sümboolne - - Alt-üles/Neuraalne + - AI definitsioon + - AI ajalugu + - Lähenemised AI-le + - Ülalt alla / sümboolne + - Alt üles / närvivõrk - Evolutsiooniline - - Sünergeetiline / Emergentne tehisintellekt - - [Microsofti tehisintellekti ärikool](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) + - Sünteetiline / tekkeline AI + - [Microsofti AI ärikool](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) -## [Sümboolne tehisintellekt](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) +## [Sümboolne AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - Teadmiste esitus - [Ekspertsüsteemid](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - [Ontoloogiad](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - Semantiline veeb -## [Neuraalvõrgud](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - - [Perceptron](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) +## [Närvivõrgud](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) + - [Perseptron](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - [Mitmekihilised võrgud](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - - [Sissejuhatus raamistikesse](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) + - [Raamistike tutvustus](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - [Üleõppimine](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) ## [Arvutinägemine](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - - MS Learnis - - [Tehisintellekti alused: Arvutinägemise uurimine](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - MS Learni all + - [AI alused: avasta arvutinägemist](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - [Arvutinägemine PyTorchiga](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - [Arvutinägemine TensorFlowga](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [Sissejuhatus arvutinägemisse. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - - [Konvolutsioonivõrgud](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) + - [Tutvustus arvutinägemisele. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - [Konvolutsioonvõrgud](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - [CNN arhitektuurid](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - - [Ülekandeõpe](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - - [Treeningu nipid](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - - [Autoenkoodrid ja VAEd](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - - [Generatiivsed vastandvõrgud](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - - [Stiiliülekanne](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - - [Objektide tuvastamine](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - - [Segmentimine](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) + - [Ülekanne õppimine](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) + - [Treeningtrikid](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) + - [Autoenkooderid ja VAE-d](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) + - [Generatiivsed vastanduvad võrgud](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) + - [Stiili ülekandmine](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) + - [Objekti tuvastamine](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) + - [Segmentatsioon](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) ## [Loodusliku keele töötlemine](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - - MS Learnis - - [Tehisintellekti alused: NLP uurimine](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - MS Learni all + - [AI alused: avasta NLP](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - [NLP PyTorchiga](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - [NLP TensorFlowga](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - [Teksti esitus](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - - Sõnade kott + - Sõnakorv - TF/IDF - - [Semantilised sisestused](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) + - [Semantilised manused](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - Word2Vec - GloVE - - [Keelemudelid](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) - - [Korduvad neuraalvõrgud](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) + - [Keele modelleerimine](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) + - [Tagasikäiguga närvivõrgud](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) - LSTM - GRU - - [Generatiivsed korduvad võrgud](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) + - [Generatiivsed tagasikäiguga võrgud](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - [Transformers ja BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - [Nimega üksuste tuvastamine](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - [Teksti genereerimine ja GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) ## Muud tehnikad - [Geneetilised algoritmid](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - - [Sügav tugevdatud õpe](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - - [Multiagent süsteemid](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) + - [Sügav tugevdatud õppimine](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) + - [Mitmeagendilised süsteemid](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) -## [Tehisintellekti eetika](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - - [MS Learn vastutustundliku tehisintellekti kohta](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) +## [AI eetika](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) + - [MS Learni kursus vastutustundlikust AI-st](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) ## Lisad - [Multimodaalsed võrgud](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) @@ -74,5 +74,7 @@ --- -**Lahtiütlus**: -See dokument on tõlgitud, kasutades AI tõlketeenust [Co-op Translator](https://github.com/Azure/co-op-translator). Kuigi püüame tagada täpsust, palun arvestage, et automaatsed tõlked võivad sisaldada vigu või ebatäpsusi. Algne dokument selle algkeeles tuleks lugeda autoriteetseks allikaks. Olulise teabe puhul on soovitatav kasutada professionaalset inimtõlget. Me ei vastuta selle tõlke kasutamisest tulenevate arusaamatuste või valede tõlgenduste eest. \ No newline at end of file + +**Vastutusest loobumine**: +See dokument on tõlgitud tehisintellekti tõlketeenuse [Co-op Translator](https://github.com/Azure/co-op-translator) abil. Kuigi püüame täpsust, palun pange tähele, et automatiseeritud tõlked võivad sisaldada vigu või ebatäpsusi. Originaaldokument selle algkeeles tuleks pidada autoriteetseks allikaks. Olulise teabe puhul soovitatakse kasutada professionaalset inimtõlget. Me ei vastuta selle tõlke kasutamisest tulenevate arusaamatuste või valesti mõistmiste eest. + \ No newline at end of file diff --git a/translations/pcm/.co-op-translator.json b/translations/pcm/.co-op-translator.json index 1077c299..2555dda1 100644 --- a/translations/pcm/.co-op-translator.json +++ b/translations/pcm/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "pcm" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-11-18T18:53:15+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T16:16:42+00:00", "source_file": "etc/Mindmap.md", "language_code": "pcm" }, diff --git a/translations/pcm/etc/Mindmap.md b/translations/pcm/etc/Mindmap.md index 6f9b9ec9..729d7070 100644 --- a/translations/pcm/etc/Mindmap.md +++ b/translations/pcm/etc/Mindmap.md @@ -1,9 +1,9 @@ # AI -## [Intro to AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) +## [Introduction to AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - Wetin AI mean - History of AI - - How AI dey work + - Ways to take do AI - Top-down/Symbolic - Bottom-up/Neural - Evolutionary @@ -11,7 +11,7 @@ - [Microsoft AI Business School](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) ## [Symbolic AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - - How to represent knowledge + - How to show Knowledge - [Expert Systems](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - [Ontologies](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - Semantic Web @@ -32,7 +32,7 @@ - [Intro to CV. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - [Convolutional Networks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - [CNN Architectures](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - - [Transfer Learning](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) + - [Trasnsfer Learning](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - [Training Tricks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - [Autoencoders and VAEs](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - [Generative Adversarial Networks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) @@ -76,5 +76,5 @@ **Disclaimer**: -Dis dokyument don use AI transleto service [Co-op Translator](https://github.com/Azure/co-op-translator) do di translation. Even as we dey try make am accurate, abeg sabi say machine translation fit get mistake or no dey correct well. Di original dokyument wey dey for im native language na di main source wey you go fit trust. For important mata, e good make professional human transleto check am. We no go fit take blame for any misunderstanding or wrong interpretation wey fit happen because you use dis translation. +Dis document don get translation wen AI translation service [Co-op Translator](https://github.com/Azure/co-op-translator) do. Even tho we dey try make am correct, abeg sabi say automated translations fit get mistake or no too correct. Di original document wey dey im own language na im be di real correct source. For important information, make person wey sabi human translation do am. We no go responsible for any misunderstanding or wrong meaning wey fit show from using dis translation. \ No newline at end of file diff --git a/translations/te/.co-op-translator.json b/translations/te/.co-op-translator.json index 0db51279..a0f4bad9 100644 --- a/translations/te/.co-op-translator.json +++ b/translations/te/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "te" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-11-25T20:24:52+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T16:17:25+00:00", "source_file": "etc/Mindmap.md", "language_code": "te" }, diff --git a/translations/te/etc/Mindmap.md b/translations/te/etc/Mindmap.md index 25451568..69ae5f99 100644 --- a/translations/te/etc/Mindmap.md +++ b/translations/te/etc/Mindmap.md @@ -2,72 +2,72 @@ ## [AI పరిచయం](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - AI నిర్వచనం - - AI చరిత్ర - - AI కి దారితీసే విధానాలు + - AI యొక్క చరిత్ర + - AIకు దృష్టాంతాలు - టాప్-డౌన్/సింబాలిక్ - బాటమ్-అప్/న్యూరల్ - - ఎవల్యూషనరీ - - సైనర్జెటిక్ / ఎమర్జెంట్ AI - - [Microsoft AI బిజినెస్ స్కూల్](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) + - పరిణామాత్మక + - స్నర్జిటిక్ / ఎమర్జెంట్ AI + - [మైక్రోసాఫ్ట్ AI వ్యాపార పాఠశాల](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) ## [సింబాలిక్ AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - జ్ఞాన ప్రాతినిధ్యం - - [నిపుణుల వ్యవస్థలు](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) + - [నిపుణ వ్యవస్థలు](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - [ఆంటాలజీలు](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - - సేమాంటిక్ వెబ్ + - సెమాంటిక్ వెబ్ ## [న్యూరల్ నెట్‌వర్క్స్](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - [పర్సెప్ట్రాన్](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - - [బహుళ-పరతుల నెట్‌వర్క్స్](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) + - [మల్టీ-లేయర్డ్ నెట్‌వర్క్స్](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - [ఫ్రేమ్‌వర్క్‌లకు పరిచయం](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - - [ఓవర్‌ఫిట్టింగ్](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) + - [పైటార్చ్](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) + - [టెన్సర్క్లో](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) + - [ఓవร์ఫిట్టింగ్](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) ## [కంప్యూటర్ విజన్](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - - MS Learn లో - - [AI ఫండమెంటల్స్: కంప్యూటర్ విజన్ అన్వేషణ](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - - [PyTorch తో CV](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - - [TensorFlow తో CV](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [CV పరిచయం. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - - [కన్వల్యూషనల్ నెట్‌వర్క్స్](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - - [CNN నిర్మాణాలు](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) + - MS లెర్న్ లో + - [AI ఫండమెంటల్స్: కంప్యూటర్ విజన్ అన్వేషించండి](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [పైటార్చ్తో CV](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) + - [టెన్సర்க్లోతో CV](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [CVకి పరిచయం. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - [కွန်వల్యూషనల్ నెట్‌వర్క్స్](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) + - [CNN ఆర్కిటెక్చర్లు](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - [ట్రాన్స్‌ఫర్ లెర్నింగ్](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - - [శిక్షణ చిట్కాలు](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) + - [ట్రైనింగ్ ట్రిక్స్](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - [ఆటోఎంకోడర్స్ మరియు VAEs](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - - [జెనరేటివ్ అడ్వర్సరియల్ నెట్‌వర్క్స్](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) + - [జనరేటివ్ అడ్వర్సరియల్ నెట్‌వర్క్స్](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - [స్టైల్ ట్రాన్స్‌ఫర్](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - [ఆబ్జెక్ట్ డిటెక్షన్](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - [సెగ్మెంటేషన్](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) ## [నేచురల్ లాంగ్వేజ్ ప్రాసెసింగ్](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - - MS Learn లో - - [AI ఫండమెంటల్స్: NLP అన్వేషణ](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - - [PyTorch తో NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - - [TensorFlow తో NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [టెక్స్ట్ ప్రాతినిధ్యం](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) + - MS లెర్న్ లో + - [AI ఫండమెంటల్స్: NLP ను అన్వేషించండి](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - [పైటార్చ్తో NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) + - [టెన్సర్క్లోతో NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [పాటల ప్రాతినిధ్యం](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - బాగ్ ఆఫ్ వర్డ్స్ - TF/IDF - - [సేమాంటిక్ ఎంబెడ్డింగ్స్](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) + - [సెమాంటిక్ ఎంబెడ్డింగ్స్](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - Word2Vec - GloVE - [భాషా మోడలింగ్](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) - [రికరెంట్ న్యూరల్ నెట్‌వర్క్స్](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) - LSTM - GRU - - [జెనరేటివ్ రికరెంట్ నెట్‌వర్క్స్](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - - [ట్రాన్స్‌ఫార్మర్స్ మరియు BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - - [నేమ్డ్ ఎంటిటీ రికగ్నిషన్](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) + - [జనరేటివ్ రికరెంట్ నెట్‌వర్క్స్](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) + - [ట్రాన్స్‌ఫర్మర్స్ మరియు BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) + - [నేమ్డ్ ఏంటిటీ రికగ్నిషన్](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - [టెక్స్ట్ జనరేషన్ మరియు GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) ## ఇతర సాంకేతికతలు - - [జెనెటిక్ అల్గోరిథమ్స్](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - - [డీప్ రీన్ఫోర్స్‌మెంట్ లెర్నింగ్](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - - [మల్టీ-ఏజెంట్ సిస్టమ్స్](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) + - [జనన శాస్త్ర అల్గోరిథమ్స్](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) + - [డీప్ రీన్ఫోర్స్మెంట్ లెర్నింగ్](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) + - [మల్టీ-ఎజెంట్ వ్యవస్థలు](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) ## [AI నైతికత](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - - [MS Learn లో బాధ్యతాయుత AI](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) -## అదనపు విషయాలు - - [మల్టిమోడల్ నెట్‌వర్క్స్](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) + - [MS లెర్న్ లో రెస్పోన్సిబుల్ AI](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) +## ఎక్స్‌ట్రాస్ + - [మల్టీమోడల్ నెట్‌వర్క్స్](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - DALL-E - VQ-GAN @@ -75,6 +75,6 @@ --- -**అస్పష్టత**: -ఈ పత్రాన్ని AI అనువాద సేవ [Co-op Translator](https://github.com/Azure/co-op-translator) ఉపయోగించి అనువదించబడింది. మేము ఖచ్చితత్వానికి ప్రయత్నించినప్పటికీ, ఆటోమేటెడ్ అనువాదాల్లో పొరపాట్లు లేదా తప్పిదాలు ఉండవచ్చు. మూల పత్రం దాని స్వదేశీ భాషలో అధికారిక మూలంగా పరిగణించాలి. ముఖ్యమైన సమాచారానికి, ప్రొఫెషనల్ మానవ అనువాదం సిఫార్సు చేయబడుతుంది. ఈ అనువాదం వాడకంలో ఏర్పడిన ఏవైనా అపార్థాలు లేదా తప్పుదారితీసే అర్థాలు కోసం మేము బాధ్యత వహించము. +**తప్పిదులు**: +ఈ పత్రం AI అనువాద సేవ [Co-op Translator](https://github.com/Azure/co-op-translator) ఉపయోగించి అనువదించబడింది. మేము ఖచ్చితత్వం కోసం ప్రయత్నిస్తున్నప్పటికీ, ఆటోమేటెడ్ అనువాదాలలో పొరపాట్లు లేదా తప్పుడు సమాచారం ఉండవచ్చు. స్థానిక భాషలో అసలు పత్రం అధికారిక మూలంగా పరిగణించాలి. కీలకమైన సమాచారం కోసం, నిపుణుల చేత అనువాదం చేయించడం సిఫార్సు చేయబడుతుంది. ఈ అనువాదం వలన కలిగే ఏమైనా అపార్థాలు లేదా తప్పుదోవలుపోయే విషయాలకు మేము బాధ్యత వహించము. \ No newline at end of file From 62ca7314f72031904790420a11894ecb8b9bd046 Mon Sep 17 00:00:00 2001 From: "localizeflow[bot]" Date: Mon, 20 Apr 2026 16:21:28 +0000 Subject: [PATCH 14/17] chore(i18n): sync translations with latest source changes (chunk 1/1, 6 changes) --- translations/km/.co-op-translator.json | 4 +- translations/km/etc/Mindmap.md | 88 ++++++++++----------- translations/kn/.co-op-translator.json | 4 +- translations/kn/etc/Mindmap.md | 78 +++++++++---------- translations/ml/.co-op-translator.json | 4 +- translations/ml/etc/Mindmap.md | 102 ++++++++++++------------- 6 files changed, 138 insertions(+), 142 deletions(-) diff --git a/translations/km/.co-op-translator.json b/translations/km/.co-op-translator.json index 9a2bcfd4..f0819173 100644 --- a/translations/km/.co-op-translator.json +++ b/translations/km/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "km" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2026-04-06T17:02:56+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T16:21:19+00:00", "source_file": "etc/Mindmap.md", "language_code": "km" }, diff --git a/translations/km/etc/Mindmap.md b/translations/km/etc/Mindmap.md index eea3df9d..1be8d204 100644 --- a/translations/km/etc/Mindmap.md +++ b/translations/km/etc/Mindmap.md @@ -1,71 +1,71 @@ -# AI +# បញ្ញាសិប្បនិម្មិត -## [ការណែនាំអំពី AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - - និយមន័យ AI - - ប្រវត្តិសាស្ត្រ AI - - ការយកវិធានដល់ AI - - ពីលើចុះ/រំលេចន័យ - - ពីក្រោមឡើង/សរសៃប្រសាទ - - វិវត្តន៍ - - Synergetic / AI កើតឡើងដោយផ្ទាល់ - - [សាលាអាជីវកម្ម Microsoft AI](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) +## [ការណែនាំអំពីបញ្ញាសិប្បនិម្មិត](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) + - ការពិពណ៌នាអំពីបញ្ញាសិប្បនិម្មិត + - ប្រវត្តិរបស់បញ្ញាសិប្បនិម្មិត + - វិធីសាស្ត្រចូលដំណើរការបញ្ញាសិប្បនិម្មិត + - ចុចទៅលើ/សញ្ញាសម្គាល់ + - ក្រោមទៅលើ/បណ្តាញប្រសាទ + - ផលិតកម្មវិធីអភិវឌ្ឍ + - សហករណ៍ / បញ្ញាសិប្បនិម្មិតបង្កើតឡើង + - [សាលាជំនួញ AI របស់ Microsoft](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) -## [AI រូបសំណាក់](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - - ការបង្ហាញចំណេះដឹង +## [បញ្ញាសិប្បនិម្មិតសញ្ញាសម្គាល់](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) + - ការប្រតិទស្សន៍ចំណេះដឹង - [ប្រព័ន្ធអ្នកជំនាញ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - - [អុងតូឡូជី](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - - ឧបករណ៍ Semantic Web + - [អនុក្រិតវិទ្យា](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) + - វិបសមាស -## [បណ្តាញសរសៃប្រសាទ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) +## [បណ្តាញប្រសាទ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - [Perceptron](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - - [បណ្តាញច្រើនស្រទាប់](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - - [ការណែនាំអំពី Frameworks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) + - [បណ្តាញចម្បងជាច្រើនស្រទាប់](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) + - [ការណែនាំអំពីទម្រង់](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - - [ការវាយប្រហារលើវា](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) + - [ការប៉ាន់ប្រមាណលើស](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) -## [កំណត់មើលកុំព្យូទ័រ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) +## [ការមើលឃើញកុំព្យូទ័រ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - នៅលើ MS Learn - - [គ្រឹះអំពី AI: ស្វែងយល់កំណត់មើលកុំព្យូទ័រ](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [គ្រឹះបញ្ញាសិប្បនិម្មិត៖ ស្វែងយល់ការមើលឃើញកុំព្យូទ័រ](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - [CV ជាមួយ PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - [CV ជាមួយ TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [ការណែនាំអំពី CV. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - - [បណ្តាញរលកស្រប](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - - [រចនាសម្ព័ន្ធ CNN](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - - [ការរៀនផ្ទេរ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - - [កន្លែងបង្រៀន](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) + - [ការណែនាំអំពី CV។ OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - [បណ្តាញការប្រមូលបូកជាមួយ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) + - [ស្ថាបត្យកម្ម CNN](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) + - [ការសិក្សាប្តូរថ្មី](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) + - [គន្លឹះបណ្តុះបណ្តាល](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - [Autoencoders និង VAEs](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - - [បណ្តាញប្រកួតប្រជែងបង្កើត](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - - [ផ្ទេររចនាសម្ព័ន្ធរូបភាព](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) + - [បណ្តាញប្រឆាំងផលិតកម្មវិធី](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) + - [ការប្ដូរឯកសារ Style](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - [ការរកឃើញវត្ថុ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - - [ការបែងចែក](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) + - [ការបំបែកផ្នែក](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) -## [កំណត់ភាសាធម្មជាតិ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) +## [ការបញ្ជាភាសាប្រសិទ្ធិភាពធម្មជាតិ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - នៅលើ MS Learn - - [គ្រឹះអំពី AI: ស្វែងយល់ NLP](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - [គ្រឹះបញ្ញាសិប្បនិម្មិត៖ ស្វែងយល់ NLP](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - [NLP ជាមួយ PyTorch](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - [NLP ជាមួយ TensorFlow](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [ការបង្ហាញអត្ថបទ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - - ប្រអប់ពាក្យ + - [ការប្រតិទស្សន៍អត្ថបទ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) + - ច្រវាក់ពាក្យ - TF/IDF - - [ការតម្រុយន័យភាសា](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) + - [ការលេចចេញនៃអត្ថន័យ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - Word2Vec - GloVE - - [ការគំរូភាសា](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) - - [បណ្តាញប្រសាទកើតឡើងម្តងទៀត](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) + - [ការទ្រទ្រង់ភាសា](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) + - [បណ្តាញប្រសាទទ្រង់ទ្រាយ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) - LSTM - GRU - - [បណ្តាញបង្កើតកើតឡើងម្តងទៀត](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) + - [បណ្តាញបង្កើតឡើងជាបន្តបន្ទាប់](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - [Transformers និង BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - - [ការកំណត់ឈ្មោះបុគ្គលិក](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) + - [ការទទួលស្គាល់ឈ្មោះអង្គភាព](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - [ការបង្កើតអត្ថបទ និង GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) ## បច្ចេកទេសផ្សេងទៀត - - [គណិតវិទ្យាជីវិត](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - - [ការរៀនជំរុញជ្រៅ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - - [ប្រព័ន្ធភាគីច្រើន](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) + - [អាល់ហ្គារីធម៍ជេនេទិក](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) + - [ការគ្រប់គ្រងជម្រះជ្រាវជ្រែកជ្រោមជ្រោយជ្រៅ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) + - [ប្រព័ន្ធភ្នាក់ងារច្រើន](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) -## [សីលធម៌ AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - - [MS Learn លើការទទួលខុសត្រូវ AI](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) +## [សីលធម៏ការបញ្ញាសិប្បនិម្មិត](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) + - [MS Learn អំពីបញ្ញាសិប្បនិម្មិតដែលមានចំណង់ចំណូលចិត្ត](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) ## បន្ថែម - [បណ្តាញពហុរូបមន្ត](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) @@ -75,6 +75,6 @@ --- -**ការបដិសេធ** ៖ -ឯកសារនេះត្រូវបានបម្លែងជាភាសាខ្មែរដោយប្រើសេវាកម្មបកប្រែ AI [Co-op Translator](https://github.com/Azure/co-op-translator)។ ខណៈពេលដែលយើងខិតខំសម្រាប់ភាពជាក់លាក់ សូមយកចិត្តទុកដាក់ថាការបកប្រែដោយស្វ័យប្រវត្តិអាចមានកំហុសឬភាពមិនត្រឹមត្រូវ។ ឯកសារដើមនៅក្នុងភាសាដែលមានប្រភពដំណើរការ គួរត្រូវបានពិចារណាថា ជា ផ្នែកគ្រប់គ្រងទិន្នន័យ​សំខាន់។ សម្រាប់ព័ត៌មានសំខាន់ៗ សូមអនុញ្ញាតឲ្យមានការបកប្រែដោយមនុស្សជំនាញ។ យើងមិនទទួលខុសត្រូវចំពោះការយល់ច្រឡំ ឬការបកស្រាយខុសប្លែកណាមួយទេ ដែលកើតមានពីការប្រើប្រាស់ការបកប្រែនេះ។ +**ការព្រមាន**: +ឯកសារនេះត្រូវបានបកប្រែដោយប្រើសេវាកម្មបកប្រែ AI [Co-op Translator](https://github.com/Azure/co-op-translator)។ ខណៈពេលយើងខិតខំរកការត្រឹមត្រូវ សូមយល់ដឹងថាការបកប្រែដោយស្វ័យប្រវត្តិអាចមានកំហុសឬមិនត្រឹមត្រូវ។ ឯកសារដើមជាភាសាដើមគួរត្រូវបានគិតថាជាកំណត់ហេតុផ្លូវការនៃព័ត៌មាន។ សម្រាប់ព័ត៌មានសំខាន់ៗ សូមណែនាំឲ្យប្រើការបកប្រែដោយមនុស្សជំនាញ។ យើងមិនទទួលខុសត្រូវចំពោះការយល់ច្រឡំ ឬការបកស្រាយខុសដែលអាចកើតឡើងពីការប្រើប្រាស់ការបកប្រែនេះទេ។ \ No newline at end of file diff --git a/translations/kn/.co-op-translator.json b/translations/kn/.co-op-translator.json index 5a518530..0043256a 100644 --- a/translations/kn/.co-op-translator.json +++ b/translations/kn/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "kn" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-11-25T20:28:48+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T16:20:33+00:00", "source_file": "etc/Mindmap.md", "language_code": "kn" }, diff --git a/translations/kn/etc/Mindmap.md b/translations/kn/etc/Mindmap.md index aea318a9..060e6747 100644 --- a/translations/kn/etc/Mindmap.md +++ b/translations/kn/etc/Mindmap.md @@ -1,20 +1,20 @@ # AI -## [AI ಪರಿಚಯ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) +## [AIಗೆ ಪರಿಚಯ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - AI ವ್ಯಾಖ್ಯಾನ - AI ಇತಿಹಾಸ - - AI ಗೆ ಉಪಾಯಗಳು - - ಟಾಪ್-ಡೌನ್/ಪ್ರತೀಕಾತ್ಮಕ - - ಬಾಟಮ್-ಅಪ್/ನ್ಯೂರಲ್ - - ವಿಕಾಸಾತ್ಮಕ - - ಸೈನರ್ಜೆಟಿಕ್ / ಉದ್ಭವ AI + - AIಗೆ ಕ್ರಮಗಳು + - ಉರ್ಜಿತ-ಡೌನ್/ಪ್ರತೀಕಾತ್ಮಕ + - ಅಡಿಯಲ್ಲಿ-ಮೇಲೆ/ನ್ಯೂರಲ್ + - ಪರಿಷ್ಕರಣಾತ್ಮಕ + - ಸಿಂರ್ಗೆಟಿಕ್ / ಉದ್ಭವವಾದ AI - [Microsoft AI ವ್ಯವಹಾರ ಶಾಲೆ](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) ## [ಪ್ರತೀಕಾತ್ಮಕ AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - ಜ್ಞಾನ ಪ್ರತಿನಿಧಾನ - [ನಿಪುಣ ವ್ಯವಸ್ಥೆಗಳು](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - - [ಆಂಟಾಲಜಿಗಳು](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - - ಅರ್ಥಜಾಲ ವೆಬ್ + - [ಒಂಟಾಲಜಿಗಳು](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) + - ಅರ್ಥಮೂಲಕ ವೆಬ್ ## [ನ್ಯೂರಲ್ ನೆಟ್‌ವರ್ಕ್‌ಗಳು](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - [ಪರ್ಸೆಪ್ಟ್ರಾನ್](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) @@ -22,52 +22,50 @@ - [ಫ್ರೇಮ್ವರ್ಕ್‌ಗಳಿಗೆ ಪರಿಚಯ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - - [ಅತಿವೈಯಕ್ತಿಕತೆ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) + - [ಓವರ್‌ಫಿಟಿಂಗ್](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) ## [ಕಂಪ್ಯೂಟರ್ ದೃಷ್ಟಿ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - - MS Learn ನಲ್ಲಿ - - [AI ಮೂಲಭೂತಗಳು: ಕಂಪ್ಯೂಟರ್ ದೃಷ್ಟಿ ಅನ್ವೇಷಣೆ](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - - [PyTorch ನೊಂದಿಗೆ CV](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - - [TensorFlow ನೊಂದಿಗೆ CV](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [CV ಗೆ ಪರಿಚಯ. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - - [ಕನ್ವಲ್ಯೂಷನಲ್ ನೆಟ್‌ವರ್ಕ್‌ಗಳು](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) + - MS ಲರ್ನ್‌ನಲ್ಲಿ + - [AI ಮೂಲಭೂತ: ಕಂಪ್ಯೂಟರ್ ದೃಷ್ಟಿ ಅನ್ವೇಷಿಸಿ](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [PyTorch ಜೊತೆ CV](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) + - [TensorFlow ಜೊತೆ CV](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [CVಗೆ ಪರಿಚಯ. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - [ಕೋನ್ವೊಲೂಕ್ಷನಲ್ ನೆಟ್‌ವರ್ಕ್‌ಗಳು](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - [CNN ವಿನ್ಯಾಸಗಳು](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - - [ಟ್ರಾನ್ಸ್‌ಫರ್ ಲರ್ನಿಂಗ್](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) + - [ಟ್ರಾನ್ಸ್ಫರ್ ಲರ್ನಿಂಗ್](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - [ತರಬೇತಿ ತಂತ್ರಗಳು](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - - [ಆಟೋಎಂಕೋಡರ್‌ಗಳು ಮತ್ತು VAEಗಳು](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - - [ಜನರೇಟಿವ್ ಪ್ರತಿಸ್ಪರ್ಧಾತ್ಮಕ ನೆಟ್‌ವರ್ಕ್‌ಗಳು](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - - [ಶೈಲಿ ವರ್ಗಾವಣೆ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) + - [ಆಟೋಎಂಕೋಡರ್‌ಗಳು ಮತ್ತು VAEs](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) + - [ಸೃಜನಾತ್ಮಕ ಸ್ಪರ್ಧಾತ್ಮಕ ನೆಟ್‌ವರ್ಕ್‌ಗಳು](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) + - [ಸ್ಟೈಲ್ ಡಾಷ್ಟ್ರಾನ್ಸ್‌ಫರ್](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - [ವಸ್ತು ಪತ್ತೆ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - - [ವಿಭಾಗೀಕರಣ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) + - [ವಿಭಜನೆ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) -## [ಸ್ವಾಭಾವಿಕ ಭಾಷಾ ಪ್ರಕ್ರಿಯೆ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - - MS Learn ನಲ್ಲಿ - - [AI ಮೂಲಭೂತಗಳು: NLP ಅನ್ವೇಷಣೆ](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - - [PyTorch ನೊಂದಿಗೆ NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - - [TensorFlow ನೊಂದಿಗೆ NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [ಪಠ್ಯ ಪ್ರತಿನಿಧಾನ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) +## [ಸ್ವಾಭಾವಿಕ ಭಾಷೆ ಸಂಸ್ಕರಣೆ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) + - MS ಲರ್ನ್‌ನಲ್ಲಿ + - [AI ಮೂಲಭೂತ: NLP ಅನ್ವೇಷಿಸಿ](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - [PyTorch ಜೊತೆ NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) + - [TensorFlow ಜೊತೆ NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [ಪಠ್ಯದ ಪ್ರತಿನಿಧಾನ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - ಪದಗಳ ಬ್ಯಾಗ್ - TF/IDF - - [ಅರ್ಥಾತ್ಮಕ ಎम्बೆಡ್ಡಿಂಗ್‌ಗಳು](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - - Word2Vec - - GloVE - - [ಭಾಷಾ ಮಾದರೀಕರಣ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) + - [ಅರ್ಥಮೂಲಕ ಎಂಬೆಡ್‌ಡಿಂಗ್ಸ್](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) + - ವರ್ಡ್2ವೆಕ್ + - ಗ್ಲೋವ್ + - [ಭಾಷಾ ಮಾದರಿ ನಿರ್ಮಾಣ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) - [ಪುನರಾವರ್ತಿತ ನ್ಯೂರಲ್ ನೆಟ್‌ವರ್ಕ್‌ಗಳು](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) - LSTM - GRU - - [ಜನರೇಟಿವ್ ಪುನರಾವರ್ತಿತ ನೆಟ್‌ವರ್ಕ್‌ಗಳು](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - - [ಟ್ರಾನ್ಸ್‌ಫಾರ್ಮರ್‌ಗಳು ಮತ್ತು BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) + - [ಸೃಜನಾತ್ಮಕ ಪುನರಾವರ್ತಿತ ನೆಟ್‌ವರ್ಕ್‌ಗಳು](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) + - [ತ್ರಾನ್ಸ್‌ಫಾರ್ಮರ್‌ಗಳು ಮತ್ತು BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - [ನಾಮಿತ ಘಟಕ ಗುರುತಿಸುವಿಕೆ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - - [ಪಠ್ಯ ರಚನೆ ಮತ್ತು GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) - + - [ಪಠ್ಯದ ಸೃಜನ ಮತ್ತು GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) ## ಇತರೆ ತಂತ್ರಗಳು - - [ಜನನಾತ್ಮಕ ಅಲ್ಗಾರಿದಮ್‌ಗಳು](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - - [ಡೀಪ್ ರೀಇನ್ಫೋರ್ಸ್ಮೆಂಟ್ ಲರ್ನಿಂಗ್](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) + - [ಜೀವಸಂಹಿತಾ ಅಲ್ಗಾರಿದಮ್ಸ್](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) + - [ದೀರ್ಘ ಪ್ರಮೋದಿತ ಅಧ್ಯಯನ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - [ಬಹು-ಏಜೆಂಟ್ ವ್ಯವಸ್ಥೆಗಳು](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) ## [AI ನೈತಿಕತೆ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - - [MS Learn ನಲ್ಲಿ ಜವಾಬ್ದಾರಿಯುತ AI](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) - + - [ಜವಾಬ್ದಾರಿಯುತ AI ಕುರಿತು MS ಲರ್ನ್](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) ## ಹೆಚ್ಚುವರಿ - [ಬಹುಮಾಧ್ಯಮ ನೆಟ್‌ವರ್ಕ್‌ಗಳು](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) @@ -77,6 +75,6 @@ --- -**ಅಸ್ವೀಕರಣ**: -ಈ ದಸ್ತಾವೇಜು AI ಅನುವಾದ ಸೇವೆ [Co-op Translator](https://github.com/Azure/co-op-translator) ಬಳಸಿ ಅನುವಾದಿಸಲಾಗಿದೆ. ನಾವು ನಿಖರತೆಯಿಗಾಗಿ ಪ್ರಯತ್ನಿಸುತ್ತಿದ್ದರೂ, ಸ್ವಯಂಚಾಲಿತ ಅನುವಾದಗಳಲ್ಲಿ ದೋಷಗಳು ಅಥವಾ ಅಸತ್ಯತೆಗಳು ಇರಬಹುದು ಎಂದು ದಯವಿಟ್ಟು ಗಮನಿಸಿ. ಮೂಲ ಭಾಷೆಯಲ್ಲಿರುವ ಮೂಲ ದಸ್ತಾವೇಜನ್ನು ಅಧಿಕೃತ ಮೂಲವಾಗಿ ಪರಿಗಣಿಸಬೇಕು. ಮಹತ್ವದ ಮಾಹಿತಿಗಾಗಿ, ವೃತ್ತಿಪರ ಮಾನವ ಅನುವಾದವನ್ನು ಶಿಫಾರಸು ಮಾಡಲಾಗುತ್ತದೆ. ಈ ಅನುವಾದ ಬಳಕೆಯಿಂದ ಉಂಟಾಗುವ ಯಾವುದೇ ತಪ್ಪು ಅರ್ಥಮಾಡಿಕೊಳ್ಳುವಿಕೆ ಅಥವಾ ತಪ್ಪು ವಿವರಣೆಗಳಿಗೆ ನಾವು ಹೊಣೆಗಾರರಾಗುವುದಿಲ್ಲ. +**ತಮಿಳು**: +ಈ ದಸ್ತಾವೇಜನ್ನು AI ಅನುವಾದ ಸೇವೆ [Co-op Translator](https://github.com/Azure/co-op-translator) ಬಳಸಿ ಅನುವಾದಿಸಲಾಗಿದೆ. ನಾವು ನಿಖರತೆಗೆ ಪ್ರಯತ್ನಿಸುವಾಗ, ಸ್ವಯಂಚಾಲಿತ ಅನುವಾದಗಳಲ್ಲಿ ದೋಷಗಳು ಅಥವಾ ತಪ್ಪುತೆಗಳು ಇದ್ದಿಲ್ಲವೆಂದು ಭರವಸೆ ನೀಡಲಾಗುತ್ತಿಲ್ಲ. ಮೂಲ ಭಾಷೆಯ ದಸ್ತಾವೇಜನ್ನು ಅಧಿಕೃತ ಮೂಲವೆಂದು ಪರಿಗಣಿಸಬೇಕು. ಆವಶ್ಯಕ ಮಾಹಿತಿಗಾಗಿ, ವೃತ್ತಿಪರ ಮಾನವ ಅನುವಾದವನ್ನು ಶಿಫಾರಸು ಮಾಡಲಾಗುತ್ತದೆ. ಈ ಅನುವಾದದ ಬಳಕೆಯಿಂದ ಉಂಟಾದ ಯಾವುದೇ ಅರ್ಥ ಗೊಂದಲಗಳು ಅಥವಾ ತಪ್ಪು ವಿವರಗಳಿಗೆ ನಾವು ಜವಾಬ್ದಾರಿಯಲ್ಲ. \ No newline at end of file diff --git a/translations/ml/.co-op-translator.json b/translations/ml/.co-op-translator.json index 1c38996b..6bd8728b 100644 --- a/translations/ml/.co-op-translator.json +++ b/translations/ml/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "ml" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-11-25T20:26:47+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T16:19:55+00:00", "source_file": "etc/Mindmap.md", "language_code": "ml" }, diff --git a/translations/ml/etc/Mindmap.md b/translations/ml/etc/Mindmap.md index 72685a2e..302243fa 100644 --- a/translations/ml/etc/Mindmap.md +++ b/translations/ml/etc/Mindmap.md @@ -1,82 +1,80 @@ # എഐ -## [എഐയുടെ പരിചയം](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - - എഐയുടെ നിർവചനം +## [എഐ പരിചയം](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) + - എഐ നിർവചനം - എഐയുടെ ചരിത്രം - എഐയിലേക്കുള്ള സമീപനങ്ങൾ - ടോപ്പ്-ഡൗൺ/സിംബോളിക് - - ബോട്ടം-അപ്പ്/ന്യൂറൽ - - എവല്യൂഷണറി - - സിനർജറ്റിക് / എമർജന്റ് എഐ - - [Microsoft AI ബിസിനസ് സ്കൂൾ](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) + - ബോട്ടം-അപ്പ്/ന്യുറൽ + - ഇൻവേലൂഷണറി + - സിനർജറ്റിക്ക് / എമർജന്റ് എഐ + - [മൈക്രോസോഫ്റ്റ് എഐ ബിസിനസ് സ്കൂൾ](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) ## [സിംബോളിക് എഐ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - - അറിവ് പ്രതിനിധാനം - - [എക്സ്പർട്ട് സിസ്റ്റങ്ങൾ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - - [ഓന്റോളജികൾ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - - സെമാന്റിക് വെബ് + - വിജ്ഞാന പ്രതിനിധാനം + - [എക്സ്പേർട്ട് സിസ്റ്റംസ്](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) + - [ഓംട്ടോളജികൾ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) + - സെമാൻറ്റിക് വെബ് -## [ന്യൂറൽ നെറ്റ്‌വർക്കുകൾ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - - [പേഴ്സെപ്ട്രോൺ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) +## [ന്യുറൽ നെറ്റ്‌വർക്കുകൾ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) + - [പെർസെപ്ട്രോൺ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - [മൾട്ടി-ലെയർഡ് നെറ്റ്‌വർക്കുകൾ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - - [ഫ്രെയിംവർക്കുകളിലേക്ക് പരിചയം](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) + - [ഫ്രെയിംവർക്ക് പരിചയം](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) + - [പൈടോർച്ച്](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) + - [ടെൻസർഫ്ലോ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - [ഓവർഫിറ്റിംഗ്](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) -## [കമ്പ്യൂട്ടർ വിഷൻ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - - MS Learn-ൽ - - [എഐ അടിസ്ഥാനങ്ങൾ: കമ്പ്യൂട്ടർ വിഷൻ അന്വേഷിക്കുക](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - - [PyTorch ഉപയോഗിച്ച് CV](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - - [TensorFlow ഉപയോഗിച്ച് CV](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [CV പരിചയം. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - - [കോൺവല്യൂഷണൽ നെറ്റ്‌വർക്കുകൾ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - - [CNN ആർക്കിടെക്ചറുകൾ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) +## [കോംപ്യൂട്ടർ വിഷൻ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) + - എംഎസ് ലേണിൽ + - [എഐ ഫണ്ടമെന്റൽസ്: കോംപ്യൂട്ടർ വിഷൻ പരിശോധിക്കുക](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [പൈടോർച്ച് ഉപയോഗിച്ചുള്ള കോംപ്യൂട്ടർ വിഷൻ](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) + - [ടെൻസർഫ്ലോ ഉപയോഗിച്ചുള്ള കോംപ്യൂട്ടർ വിഷൻ](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [കോംപ്യൂട്ടർ വിഷൻ പരിചയം. ഓപ്പൺസി‌വി](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - [കോൺവലൂഷണൽ നെറ്റ്‌വർക്കുകൾ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) + - [സിഎൻഎൻ ആർക്കിടെക്ചറുകൾ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - [ട്രാൻസ്ഫർ ലേണിംഗ്](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - [ട്രെയിനിംഗ് ട്രിക്കുകൾ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - - [ഓട്ടോഎൻകോഡറുകളും VAE-കളും](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) + - [ഓട്ടോഎൻകോഡറുകളും വെഎസ്](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - [ജനറേറ്റീവ് അഡ്വേഴ്സറിയൽ നെറ്റ്‌വർക്കുകൾ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - [സ്റ്റൈൽ ട്രാൻസ്ഫർ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - [ഓബ്ജക്റ്റ് ഡിറ്റക്ഷൻ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - [സെഗ്മെന്റേഷൻ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) -## [പ്രകൃതിദത്ത ഭാഷാ പ്രോസസ്സിംഗ്](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - - MS Learn-ൽ - - [എഐ അടിസ്ഥാനങ്ങൾ: NLP അന്വേഷിക്കുക](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - - [PyTorch ഉപയോഗിച്ച് NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - - [TensorFlow ഉപയോഗിച്ച് NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) +## [നേഷൻറൽ ലാംഗ്വേജ് പ്രോസസ്സിംഗ്](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) + - എംഎസ് ലേണിൽ + - [എഐ ഫണ്ടമെന്റൽസ്: എൻഎൽപിയെ പരിശോധിക്കുക](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - [പൈടോർച്ച് ഉപയോഗിച്ചുള്ള എൻഎൽപി](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) + - [ടെൻസർഫ്ലോ ഉപയോഗിച്ചുള്ള എൻഎൽപി](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - [ടെക്സ്റ്റ് പ്രതിനിധാനം](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - - ബാഗ് ഓഫ് വേഡ്സ് - - TF/IDF - - [സെമാന്റിക് എംബെഡ്ഡിംഗുകൾ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - - Word2Vec - - GloVE + - വാക്കുകളുടെ ബാഗ് + - ടി.എഫ്/ഐ.ഡി.എഫ് + - [സെമാന്റിക് എംബെഡ്ഡിങ്ങുകൾ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) + - വേഡ്2വെക് + - ഗ്ലോവ് - [ഭാഷാ മോഡലിംഗ്](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) - - [റികറന്റ് ന്യൂറൽ നെറ്റ്‌വർക്കുകൾ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) - - LSTM - - GRU + - [റികറന്റ് ന്യുറൽ നെറ്റ്‌വർക്കുകൾ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) + - എൽഎസ്ടിഎം + - ജിആർയു - [ജനറേറ്റീവ് റികറന്റ് നെറ്റ്‌വർക്കുകൾ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - - [ട്രാൻസ്ഫോർമേഴ്സ് ആൻഡ് BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - - [നെയിംഡ് എന്റിറ്റി റെക്കഗ്നിഷൻ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - - [ടെക്സ്റ്റ് ജനറേഷൻ ആൻഡ് GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) + - [ട്രാൻസ്ഫോർമേഴ്‌സ് അടക്കം BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) + - [നെയിംഡ് എന്റിറ്റി റെക്കഗ്‌നിഷൻ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) + - [ടെക്സ്റ്റ് ജനറേഷൻ ആൻഡ് ജിപിടി](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) +## മറ്റു സാങ്കേതിക വിദ്യകൾ + - [ജനറ്റിക് ആൽഗൊരീത്തങ്ങൾ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) + - [ഡി‌പ്ല് റീന്ഫോഴ്സ്മെന്റ് ലേണിംഗ്](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) + - [മൾട്ടി-ഏജന്റ് സിസ്റ്റമുകൾ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) -## മറ്റ് സാങ്കേതിക വിദ്യകൾ - - [ജനറ്റിക് ആൽഗോരിതങ്ങൾ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - - [ഡീപ്പ് റീഇൻഫോഴ്‌സ്‌മെന്റ് ലേണിംഗ്](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - - [മൾട്ടി-ഏജന്റ് സിസ്റ്റങ്ങൾ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) - -## [എഐ എതിക്സ്](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - - [MS Learn-ൽ ഉത്തരവാദിത്വമുള്ള എഐ](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) - -## അധികങ്ങൾ +## [എഐ എതി‍ക്ക്സ്](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) + - [എംഎസ് ലേണിൽ ഉത്തരവാദിത്വമുള്ള എഐ](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) +## എക്സ്ട്രാസ് - [മൾട്ടിമോഡൽ നെറ്റ്‌വർക്കുകൾ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) + - [ക്ലിപ്പ്](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - DALL-E - VQ-GAN --- -**അസൂയാ**: -ഈ രേഖ AI വിവർത്തന സേവനം [Co-op Translator](https://github.com/Azure/co-op-translator) ഉപയോഗിച്ച് വിവർത്തനം ചെയ്തതാണ്. നാം കൃത്യതയ്ക്ക് ശ്രമിച്ചെങ്കിലും, സ്വയം പ്രവർത്തിക്കുന്ന വിവർത്തനങ്ങളിൽ പിശകുകൾ അല്ലെങ്കിൽ തെറ്റുകൾ ഉണ്ടാകാമെന്ന് ദയവായി ശ്രദ്ധിക്കുക. അതിന്റെ മാതൃഭാഷയിലുള്ള യഥാർത്ഥ രേഖയാണ് പ്രാമാണികമായ ഉറവിടം എന്ന് പരിഗണിക്കേണ്ടതാണ്. നിർണായകമായ വിവരങ്ങൾക്ക്, പ്രൊഫഷണൽ മനുഷ്യ വിവർത്തനം ശുപാർശ ചെയ്യപ്പെടുന്നു. ഈ വിവർത്തനം ഉപയോഗിക്കുന്നതിൽ നിന്നുണ്ടാകുന്ന ഏതെങ്കിലും തെറ്റിദ്ധാരണകൾക്കോ വ്യാഖ്യാനക്കേടുകൾക്കോ ഞങ്ങൾ ഉത്തരവാദികളല്ല. +**അസ്‌താംഭനം**: +ഈ പ്രമാണം എ.ഐ. ભાષാന്തരം സേവനം [Co-op Translator](https://github.com/Azure/co-op-translator) ഉപയോഗിച്ച് പരിഭാഷപ്പെടുത്തിയതാണ്. ഞങ്ങൾ ശരിയായ ഭാഷാന്തരത്തിന് ശ്രമിച്ചിട്ടുണ്ടെങ്കിലും, ഓട്ടോമാറ്റഡ് പരിഭാഷകളിൽ പിശകുകൾ അല്ലെങ്കിൽ തെറ്റായ വിവരം ഉണ്ടായേക്കാമെന്ന് ദയവായി ശ്രദ്ധിക്കുക. അതിന്റെ മാതൃഭാഷയിൽ ഉള്ള ഒറിജിനൽ പ്രമാണം ആണ് സത്യസന്ധമായ ഉറവിടം. നിർണായകമായ വിവരങ്ങൾക്ക് പ്രൊഫഷണൽ മനുഷ്യ പരിഭാഷ നിർദ്ദേശിക്കുന്നു. ഈ പരിഭാഷ ഉപയോഗിക്കുമ്പോഴുണ്ടാകാവുന്ന ഏതൊരു തെറ്റിദ്ധാരണയുടെയും പ്രതികൂലതയ്ക്കും ഞങ്ങൾ ഉത്തരവാദിത്വം വാങ്ങുന്നില്ല. \ No newline at end of file From f4314734e5ca82460372b18a8770fae7f5693570 Mon Sep 17 00:00:00 2001 From: "localizeflow[bot]" Date: Mon, 20 Apr 2026 16:25:19 +0000 Subject: [PATCH 15/17] chore(i18n): sync translations with latest source changes (chunk 1/1, 6 changes) --- translations/it/.co-op-translator.json | 4 +- translations/it/etc/Mindmap.md | 30 +++++++------ translations/pt-BR/.co-op-translator.json | 4 +- translations/pt-BR/etc/Mindmap.md | 32 +++++++------- translations/pt-PT/.co-op-translator.json | 4 +- translations/pt-PT/etc/Mindmap.md | 52 ++++++++++++----------- 6 files changed, 67 insertions(+), 59 deletions(-) diff --git a/translations/it/.co-op-translator.json b/translations/it/.co-op-translator.json index 46e4a0fa..fecc9522 100644 --- a/translations/it/.co-op-translator.json +++ b/translations/it/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "it" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-26T07:16:15+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T16:25:11+00:00", "source_file": "etc/Mindmap.md", "language_code": "it" }, diff --git a/translations/it/etc/Mindmap.md b/translations/it/etc/Mindmap.md index 66a7d8e1..da51ed2f 100644 --- a/translations/it/etc/Mindmap.md +++ b/translations/it/etc/Mindmap.md @@ -4,10 +4,10 @@ - Definizione di AI - Storia dell'AI - Approcci all'AI - - Top-down/Symbolico - - Bottom-up/Neurale + - Top-down/Simbolico + - Bottom-up/Neuronale - Evolutivo - - Sinergico / AI Emergente + - AI Sinergica / Emergente - [Microsoft AI Business School](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) ## [AI Simbolica](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) @@ -18,7 +18,7 @@ ## [Reti Neurali](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - [Perceptron](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - - [Reti Multi-Strato](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) + - [Reti Multistrato](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - [Introduzione ai Framework](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) @@ -33,16 +33,16 @@ - [Reti Convoluzionali](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - [Architetture CNN](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - [Transfer Learning](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - - [Trucchi per l'Addestramento](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) + - [Trucchi di Addestramento](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - [Autoencoder e VAE](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - [Reti Generative Avversarie](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - - [Trasferimento di Stile](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) + - [Transfer di Stile](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - [Rilevamento Oggetti](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - [Segmentazione](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) ## [Elaborazione del Linguaggio Naturale](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - Su MS Learn - - [Fondamenti di AI: Esplora l'NLP](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - [Fondamenti di AI: Esplora NLP](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - [NLP con PyTorch](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - [NLP con TensorFlow](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - [Rappresentazione del Testo](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) @@ -57,22 +57,24 @@ - GRU - [Reti Ricorrenti Generative](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - [Transformers e BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - - [Riconoscimento di Entità Nominate](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) + - [Riconoscimento di Entità Nommate](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - [Generazione di Testo e GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) - ## Altre Tecniche - [Algoritmi Genetici](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - - [Deep Reinforcement Learning](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) + - [Apprendimento per Rinforzo Profondo](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - [Sistemi Multi-Agente](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) -## [Etica dell'AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - - [MS Learn sull'AI Responsabile](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) - +## [Etica nell'AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) + - [MS Learn su AI Responsabile](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) ## Extra - [Reti Multimodali](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - DALL-E - VQ-GAN +--- + + **Disclaimer**: -Questo documento è stato tradotto utilizzando il servizio di traduzione AI [Co-op Translator](https://github.com/Azure/co-op-translator). Sebbene ci impegniamo per garantire l'accuratezza, si prega di notare che le traduzioni automatiche possono contenere errori o imprecisioni. Il documento originale nella sua lingua nativa dovrebbe essere considerato la fonte autorevole. Per informazioni critiche, si raccomanda una traduzione professionale effettuata da un esperto umano. Non siamo responsabili per eventuali incomprensioni o interpretazioni errate derivanti dall'uso di questa traduzione. \ No newline at end of file +Questo documento è stato tradotto utilizzando il servizio di traduzione AI [Co-op Translator](https://github.com/Azure/co-op-translator). Sebbene ci impegniamo per l'accuratezza, si prega di notare che le traduzioni automatizzate possono contenere errori o inesattezze. Il documento originale nella sua lingua natale deve essere considerato la fonte autorevole. Per informazioni critiche, si raccomanda una traduzione professionale umana. Non ci assumiamo alcuna responsabilità per eventuali incomprensioni o interpretazioni errate derivanti dall'uso di questa traduzione. + \ No newline at end of file diff --git a/translations/pt-BR/.co-op-translator.json b/translations/pt-BR/.co-op-translator.json index ebba62cd..c40e6199 100644 --- a/translations/pt-BR/.co-op-translator.json +++ b/translations/pt-BR/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "pt-BR" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-26T11:24:04+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T16:24:35+00:00", "source_file": "etc/Mindmap.md", "language_code": "pt-BR" }, diff --git a/translations/pt-BR/etc/Mindmap.md b/translations/pt-BR/etc/Mindmap.md index ace459e3..55a0442a 100644 --- a/translations/pt-BR/etc/Mindmap.md +++ b/translations/pt-BR/etc/Mindmap.md @@ -7,18 +7,18 @@ - Top-down/Simbólica - Bottom-up/Neural - Evolutiva - - Sinergética / IA Emergente + - Sinérgica / IA Emergente - [Microsoft AI Business School](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) ## [IA Simbólica](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - - Representação de Conhecimento + - Representação do Conhecimento - [Sistemas Especialistas](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - [Ontologias](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - Web Semântica ## [Redes Neurais](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - [Perceptron](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - - [Redes Multicamadas](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) + - [Redes Multi-Camadas](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - [Introdução a Frameworks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) @@ -26,16 +26,16 @@ ## [Visão Computacional](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - No MS Learn - - [Fundamentos de IA: Explore Visão Computacional](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [Fundamentos de IA: Explore a Visão Computacional](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - [Visão Computacional com PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - [Visão Computacional com TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [Introdução à Visão Computacional. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - [Introdução à CV. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - [Redes Convolucionais](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - - [Arquiteturas de CNN](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - - [Transferência de Aprendizado](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) + - [Arquiteturas CNN](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) + - [Aprendizado por Transferência](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - [Dicas de Treinamento](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - [Autoencoders e VAEs](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - - [Redes Adversárias Generativas](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) + - [Redes Adversariais Generativas](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - [Transferência de Estilo](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - [Detecção de Objetos](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - [Segmentação](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) @@ -48,31 +48,33 @@ - [Representação de Texto](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - Bag of Words - TF/IDF - - [Embeddings Semânticos](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) + - [Incorporação Semântica](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - Word2Vec - GloVE - [Modelagem de Linguagem](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) - [Redes Neurais Recorrentes](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) - LSTM - GRU - - [Redes Recorrentes Generativas](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) + - [Redes Recurrentes Generativas](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - [Transformers e BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - [Reconhecimento de Entidades Nomeadas](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - [Geração de Texto e GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) - ## Outras Técnicas - [Algoritmos Genéticos](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - - [Aprendizado por Reforço Profundo](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - - [Sistemas Multiagentes](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) + - [Aprendizado Reforçado Profundo](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) + - [Sistemas Multiagente](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) ## [Ética em IA](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - [MS Learn sobre IA Responsável](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) - ## Extras - [Redes Multimodais](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - DALL-E - VQ-GAN +--- + + **Aviso Legal**: -Este documento foi traduzido utilizando o serviço de tradução por IA [Co-op Translator](https://github.com/Azure/co-op-translator). Embora nos esforcemos para garantir a precisão, esteja ciente de que traduções automatizadas podem conter erros ou imprecisões. O documento original em seu idioma nativo deve ser considerado a fonte autoritativa. Para informações críticas, recomenda-se a tradução profissional realizada por humanos. Não nos responsabilizamos por quaisquer mal-entendidos ou interpretações equivocadas decorrentes do uso desta tradução. \ No newline at end of file +Este documento foi traduzido utilizando o serviço de tradução por IA [Co-op Translator](https://github.com/Azure/co-op-translator). Embora nos esforcemos para garantir a precisão, por favor, esteja ciente de que traduções automatizadas podem conter erros ou imprecisões. O documento original em seu idioma nativo deve ser considerado como a fonte autoritativa. Para informações críticas, recomenda-se tradução profissional feita por humanos. Não nos responsabilizamos por quaisquer mal-entendidos ou interpretações incorretas decorrentes do uso desta tradução. + \ No newline at end of file diff --git a/translations/pt-PT/.co-op-translator.json b/translations/pt-PT/.co-op-translator.json index 98c4fbc5..fec9d150 100644 --- a/translations/pt-PT/.co-op-translator.json +++ b/translations/pt-PT/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "pt-PT" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-24T09:09:12+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T16:23:42+00:00", "source_file": "etc/Mindmap.md", "language_code": "pt-PT" }, diff --git a/translations/pt-PT/etc/Mindmap.md b/translations/pt-PT/etc/Mindmap.md index 276fde19..1b63329d 100644 --- a/translations/pt-PT/etc/Mindmap.md +++ b/translations/pt-PT/etc/Mindmap.md @@ -3,52 +3,52 @@ ## [Introdução à IA](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - Definição de IA - História da IA - - Abordagens de IA - - Top-down/Simbólica - - Bottom-up/Neuronal + - Abordagens à IA + - De cima para baixo/Simbólica + - De baixo para cima/Neural - Evolutiva - - Sinergética / IA Emergente + - Sinérgica / IA Emergente - [Microsoft AI Business School](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) ## [IA Simbólica](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - - Representação de Conhecimento + - Representação do Conhecimento - [Sistemas Especialistas](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - [Ontologias](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - Web Semântica ## [Redes Neuronais](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - - [Perceptrão](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) + - [Perceptron](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - [Redes Multi-Camada](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - [Introdução a Frameworks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - [Overfitting](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) -## [Visão por Computador](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - - No MS Learn - - [Fundamentos de IA: Explorar Visão por Computador](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - - [Visão por Computador com PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - - [Visão por Computador com TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [Introdução à Visão por Computador. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) +## [Visão Computacional](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) + - Na MS Learn + - [Fundamentos de IA: Explore Visão Computacional](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [Visão Computacional com PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) + - [Visão Computacional com TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [Introdução à Visão Computacional. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - [Redes Convolucionais](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - - [Arquiteturas de CNN](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - - [Transferência de Aprendizagem](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - - [Dicas de Treino](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) + - [Arquiteturas CNN](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) + - [Transfer Learning](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) + - [Truques de Treino](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - [Autoencoders e VAEs](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - - [Redes Adversárias Generativas](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) + - [Redes Generativas Adversárias](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - [Transferência de Estilo](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - - [Deteção de Objetos](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) + - [Detecção de Objetos](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - [Segmentação](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) ## [Processamento de Linguagem Natural](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - - No MS Learn - - [Fundamentos de IA: Explorar PLN](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - Na MS Learn + - [Fundamentos de IA: Explore PLN](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - [PLN com PyTorch](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - [PLN com TensorFlow](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - [Representação de Texto](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - Bag of Words - TF/IDF - - [Embeddings Semânticos](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) + - [Embaraçamentos Semânticos](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - Word2Vec - GloVE - [Modelagem de Linguagem](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) @@ -61,10 +61,10 @@ - [Geração de Texto e GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) ## Outras Técnicas - [Algoritmos Genéticos](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - - [Aprendizagem por Reforço Profundo](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - - [Sistemas Multi-Agente](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) + - [Aprendizagem Profunda por Reforço](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) + - [Sistemas Multiagente](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) -## [Ética na IA](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) +## [Ética em IA](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - [MS Learn sobre IA Responsável](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) ## Extras - [Redes Multimodais](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) @@ -72,5 +72,9 @@ - DALL-E - VQ-GAN +--- + + **Aviso Legal**: -Este documento foi traduzido utilizando o serviço de tradução por IA [Co-op Translator](https://github.com/Azure/co-op-translator). Embora nos esforcemos para garantir a precisão, esteja ciente de que traduções automáticas podem conter erros ou imprecisões. O documento original no seu idioma nativo deve ser considerado a fonte autoritária. Para informações críticas, recomenda-se uma tradução profissional realizada por humanos. Não nos responsabilizamos por quaisquer mal-entendidos ou interpretações incorretas resultantes do uso desta tradução. \ No newline at end of file +Este documento foi traduzido utilizando o serviço de tradução automática [Co-op Translator](https://github.com/Azure/co-op-translator). Embora nos esforcemos por garantir a precisão, por favor tenha em conta que traduções automáticas podem conter erros ou imprecisões. O documento original na sua língua nativa deve ser considerado a fonte autorizada. Para informações críticas, recomenda-se a tradução profissional por humanos. Não nos responsabilizamos por quaisquer mal-entendidos ou interpretações erradas decorrentes da utilização desta tradução. + \ No newline at end of file From 47a7bd5b073b19ac3db69dce9db75438222183c1 Mon Sep 17 00:00:00 2001 From: "localizeflow[bot]" Date: Mon, 20 Apr 2026 16:28:48 +0000 Subject: [PATCH 16/17] chore(i18n): sync translations with latest source changes (chunk 1/1, 6 changes) --- translations/da/.co-op-translator.json | 4 +- translations/da/etc/Mindmap.md | 70 +++++++++++---------- translations/sv/.co-op-translator.json | 4 +- translations/sv/etc/Mindmap.md | 38 ++++++------ translations/th/.co-op-translator.json | 4 +- translations/th/etc/Mindmap.md | 86 +++++++++++++------------- 6 files changed, 104 insertions(+), 102 deletions(-) diff --git a/translations/da/.co-op-translator.json b/translations/da/.co-op-translator.json index 19eb3e1e..a69c32bb 100644 --- a/translations/da/.co-op-translator.json +++ b/translations/da/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "da" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-28T16:05:02+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T16:28:40+00:00", "source_file": "etc/Mindmap.md", "language_code": "da" }, diff --git a/translations/da/etc/Mindmap.md b/translations/da/etc/Mindmap.md index 755f750e..e1af0c59 100644 --- a/translations/da/etc/Mindmap.md +++ b/translations/da/etc/Mindmap.md @@ -1,46 +1,46 @@ # AI ## [Introduktion til AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - - AI-definition - - AI's historie + - AI Definition + - AI's Historie - Tilgange til AI - Top-down/Symbolsk - - Bottom-up/Neural - - Evolutionær - - Synergetisk / Fremvoksende AI + - Bottom-up/Neuralt + - Evolutionært + - Synergetisk / Emergent AI - [Microsoft AI Business School](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) ## [Symbolsk AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - Videnrepræsentation - [Ekspertsystemer](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - [Ontologier](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - - Semantisk web + - Semantisk Web -## [Neurale netværk](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) +## [Neurale Netværk](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - [Perceptron](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - - [Multi-lags netværk](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - - [Introduktion til frameworks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) + - [Multi-lagede Netværk](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) + - [Intro til Frameworks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - - [Overfitting](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) + - [Overtilpasning](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) -## [Computer Vision](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) +## [Computersyn](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - På MS Learn - - [AI Fundamentals: Udforsk Computer Vision](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - - [CV med PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - - [CV med TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [Introduktion til CV. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - - [Konvolutionelle netværk](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - - [CNN-arkitekturer](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) + - [AI Fundamentals: Udforsk Computersyn](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [Computersyn med PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) + - [Computersyn med TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [Intro til CV. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - [Konvolutionelle Netværk](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) + - [CNN Arkitekturer](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - [Transfer Learning](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - - [Træningstips](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - - [Autoencoders og VAEs](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) + - [Træningstricks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) + - [Autoencodere og VAEs](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - [Generative Adversarial Networks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - - [Stiloverførsel](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - - [Objektdetektion](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) + - [Style Transfer](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) + - [Objektgenkendelse](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - [Segmentering](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) -## [Natural Language Processing](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) +## [Naturlig Sprogbehandling](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - På MS Learn - [AI Fundamentals: Udforsk NLP](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - [NLP med PyTorch](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) @@ -48,31 +48,33 @@ - [Tekstrepræsentation](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - Bag of Words - TF/IDF - - [Semantiske embeddings](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) + - [Semantiske Embeddings](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - Word2Vec - GloVE - - [Sproglig modellering](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) - - [Recurrent Neural Networks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) + - [Sproglig Modellering](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) + - [Rekurrente Neurale Netværk](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) - LSTM - GRU - - [Generative Recurrent Networks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) + - [Generative Rekurrente Netværk](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - [Transformers og BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - - [Named Entity Recognition](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) + - [Navngiven Entitetsgenkendelse](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - [Tekstgenerering og GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) -## Andre teknikker - - [Genetiske algoritmer](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - - [Deep Reinforcement Learning](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - - [Multi-agent systemer](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) +## Andre Teknikker + - [Genetiske Algoritmer](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) + - [Dyb Forstærkningsindlæring](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) + - [Multi-Agent Systemer](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) ## [AI Etik](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - - [MS Learn om ansvarlig AI](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) + - [MS Learn om Ansvarlig AI](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) ## Ekstra - - [Multimodale netværk](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) + - [Multimodale Netværk](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - DALL-E - VQ-GAN --- + **Ansvarsfraskrivelse**: -Dette dokument er blevet oversat ved hjælp af AI-oversættelsestjenesten [Co-op Translator](https://github.com/Azure/co-op-translator). Selvom vi bestræber os på nøjagtighed, skal du være opmærksom på, at automatiserede oversættelser kan indeholde fejl eller unøjagtigheder. Det originale dokument på dets oprindelige sprog bør betragtes som den autoritative kilde. For kritisk information anbefales professionel menneskelig oversættelse. Vi påtager os ikke ansvar for eventuelle misforståelser eller fejltolkninger, der opstår som følge af brugen af denne oversættelse. \ No newline at end of file +Dette dokument er blevet oversat ved hjælp af AI-oversættelsestjenesten [Co-op Translator](https://github.com/Azure/co-op-translator). Selvom vi bestræber os på nøjagtighed, bedes du være opmærksom på, at automatiserede oversættelser kan indeholde fejl eller unøjagtigheder. Det oprindelige dokument på dets modersmål bør betragtes som den autoritative kilde. For kritisk information anbefales professionel menneskelig oversættelse. Vi påtager os intet ansvar for misforståelser eller fejltolkninger, der opstår som følge af brugen af denne oversættelse. + \ No newline at end of file diff --git a/translations/sv/.co-op-translator.json b/translations/sv/.co-op-translator.json index 2dd6b326..93e0530a 100644 --- a/translations/sv/.co-op-translator.json +++ b/translations/sv/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "sv" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-28T16:04:36+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T16:28:09+00:00", "source_file": "etc/Mindmap.md", "language_code": "sv" }, diff --git a/translations/sv/etc/Mindmap.md b/translations/sv/etc/Mindmap.md index 63b92524..d01b3d7e 100644 --- a/translations/sv/etc/Mindmap.md +++ b/translations/sv/etc/Mindmap.md @@ -4,21 +4,21 @@ - AI-definition - AI:s historia - Tillvägagångssätt för AI - - Top-down/Symbolisk - - Bottom-up/Neuronal + - Toppstyrd/Symbolisk + - Bottendrivna/Neurala - Evolutionär - - Synergetisk / Emergent AI + - Synergetisk / Framväxande AI - [Microsoft AI Business School](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) ## [Symbolisk AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - Kunskapsrepresentation - [Expertsystem](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - [Ontologier](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - - Semantisk web + - Semantiskt nät ## [Neurala nätverk](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - [Perceptron](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - - [Flerlagers nätverk](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) + - [Flernivå-nätverk](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - [Introduktion till ramverk](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) @@ -26,23 +26,23 @@ ## [Datorseende](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - På MS Learn - - [AI-grunder: Utforska datorseende](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [AI Fundamentals: Utforska datorseende](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - [Datorseende med PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - [Datorseende med TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [Introduktion till datorseende. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - - [Konvolutionella nätverk](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) + - [Introduktion till CV. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - [Konvolutionsnätverk](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - [CNN-arkitekturer](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - [Transfer Learning](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - - [Träningstips](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - - [Autoencoders och VAEs](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - - [Generativa motståndsnätverk](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) + - [Träningsknep](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) + - [Autoenkodare och VAEs](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) + - [Generativa Adversariella Nätverk](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - [Stilöverföring](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - [Objektdetektering](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - [Segmentering](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) ## [Naturlig språkbehandling](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - På MS Learn - - [AI-grunder: Utforska NLP](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - [AI Fundamentals: Utforska NLP](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - [NLP med PyTorch](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - [NLP med TensorFlow](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - [Textrepresentation](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) @@ -52,22 +52,20 @@ - Word2Vec - GloVE - [Språkmodellering](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) - - [Rekurrenta neurala nätverk](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) + - [Återkommande neurala nätverk](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) - LSTM - GRU - - [Generativa rekurrenta nätverk](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) + - [Generativa återkommande nätverk](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - [Transformers och BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - - [Namngiven entity-igenkänning](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) + - [Namnentityigenkänning](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - [Textgenerering och GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) - ## Andra tekniker - [Genetiska algoritmer](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - [Djup förstärkningsinlärning](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - [Multi-agent system](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) ## [AI-etik](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - - [MS Learn om ansvarsfull AI](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) - + - [MS Learn om Ansvarsfull AI](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) ## Extras - [Multimodala nätverk](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) @@ -76,5 +74,7 @@ --- + **Ansvarsfriskrivning**: -Detta dokument har översatts med hjälp av AI-översättningstjänsten [Co-op Translator](https://github.com/Azure/co-op-translator). Även om vi strävar efter noggrannhet, bör det noteras att automatiserade översättningar kan innehålla fel eller brister. Det ursprungliga dokumentet på dess originalspråk bör betraktas som den auktoritativa källan. För kritisk information rekommenderas professionell mänsklig översättning. Vi ansvarar inte för eventuella missförstånd eller feltolkningar som uppstår vid användning av denna översättning. \ No newline at end of file +Detta dokument har översatts med hjälp av AI-översättningstjänsten [Co-op Translator](https://github.com/Azure/co-op-translator). Även om vi strävar efter noggrannhet, var vänlig observera att automatiska översättningar kan innehålla fel eller felaktigheter. Originaldokumentet på dess ursprungliga språk bör betraktas som den auktoritativa källan. För kritisk information rekommenderas professionell mänsklig översättning. Vi ansvarar inte för några missförstånd eller feltolkningar som uppstår från användningen av denna översättning. + \ No newline at end of file diff --git a/translations/th/.co-op-translator.json b/translations/th/.co-op-translator.json index 1a754539..2a69e14b 100644 --- a/translations/th/.co-op-translator.json +++ b/translations/th/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "th" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-29T09:30:28+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T16:27:35+00:00", "source_file": "etc/Mindmap.md", "language_code": "th" }, diff --git a/translations/th/etc/Mindmap.md b/translations/th/etc/Mindmap.md index b06bc284..3eeac87e 100644 --- a/translations/th/etc/Mindmap.md +++ b/translations/th/etc/Mindmap.md @@ -1,80 +1,80 @@ -# ปัญญาประดิษฐ์ (AI) +# AI -## [แนะนำเกี่ยวกับ AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - - ความหมายของ AI - - ประวัติของ AI - - แนวทางในการพัฒนา AI - - Top-down/Symbolic - - Bottom-up/Neural - - Evolutionary - - Synergetic / Emergent AI - - [Microsoft AI Business School](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) +## [บทนำสู่ AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) + - คำนิยามของ AI + - ประวัติศาสตร์ของ AI + - แนวทางสู่ AI + - แบบบนลงล่าง/เชิงสัญลักษณ์ + - แบบล่างขึ้นบน/โครงข่ายประสาทเทียม + - แบบวิวัฒนาการ + - แบบซินเนอร์เจติก / AI ที่เกิดขึ้นเอง + - [โรงเรียนธุรกิจ AI ของ Microsoft](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) ## [Symbolic AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - - การแสดงความรู้ (Knowledge Representation) + - การแทนความรู้ - [ระบบผู้เชี่ยวชาญ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - [ออนโทโลยี](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - - เว็บเชิงความหมาย (Semantic Web) + - เว็บเชิงความหมาย -## [โครงข่ายประสาทเทียม](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) +## [Neural Networks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - [Perceptron](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - [โครงข่ายหลายชั้น](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - - [แนะนำ Frameworks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) + - [บทนำสู่ Frameworks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - [Overfitting](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) -## [การประมวลผลภาพ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) +## [Computer Vision](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - บน MS Learn - - [AI พื้นฐาน: สำรวจการประมวลผลภาพ](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - - [การประมวลผลภาพด้วย PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - - [การประมวลผลภาพด้วย TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [แนะนำการประมวลผลภาพด้วย OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - - [โครงข่ายคอนโวลูชัน](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) + - [พื้นฐาน AI: สำรวจ Computer Vision](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [CV กับ PyTorch](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) + - [CV กับ TensorFlow](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [บทนำสู่ CV. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - [โครงข่ายนิวรอนคอนโวลูชัน](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - [สถาปัตยกรรม CNN](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - - [การเรียนรู้แบบถ่ายโอน](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - - [เคล็ดลับการฝึกอบรม](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - - [Autoencoders และ VAEs](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - - [Generative Adversarial Networks](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) + - [การเรียนรู้แบบโอนย้าย](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) + - [เทคนิคการฝึกสอน](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) + - [ออโตเอนโคเดอร์และ VAE](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) + - [โครงข่ายปฏิปักษ์สร้างสรรค์](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - [การถ่ายโอนสไตล์](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - [การตรวจจับวัตถุ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - - [การแบ่งส่วน](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) + - [การแบ่งแยกส่วน](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) -## [การประมวลผลภาษาธรรมชาติ (NLP)](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) +## [การประมวลผลภาษาธรรมชาติ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - บน MS Learn - - [AI พื้นฐาน: สำรวจ NLP](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - - [NLP ด้วย PyTorch](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - - [NLP ด้วย TensorFlow](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [การแสดงข้อความ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - - Bag of Words + - [พื้นฐาน AI: สำรวจ NLP](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - [NLP กับ PyTorch](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) + - [NLP กับ TensorFlow](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [การแทนข้อความ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) + - ถุงคำ - TF/IDF - - [Semantic Embeddings](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) + - [การฝังความหมาย](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - Word2Vec - GloVE - [การสร้างแบบจำลองภาษา](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) - - [โครงข่ายประสาทแบบวนซ้ำ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) + - [โครงข่ายนิวรอนวนซ้ำ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) - LSTM - GRU - - [โครงข่ายประสาทแบบวนซ้ำเชิงสร้างสรรค์](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) + - [โครงข่ายวนซ้ำแบบสร้างสรรค์](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - [Transformers และ BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - - [การจดจำเอนทิตีที่มีชื่อ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) + - [การรู้จำเอนทิตีที่ชื่อ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - [การสร้างข้อความและ GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) - ## เทคนิคอื่น ๆ - - [อัลกอริทึมเชิงพันธุกรรม](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - - [การเรียนรู้เชิงลึกแบบเสริมกำลัง](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) + - [อัลกอริทึมทางพันธุกรรม](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) + - [การเรียนรู้เชิงเสริมลึก](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - [ระบบหลายตัวแทน](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) ## [จริยธรรมของ AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - - [MS Learn เกี่ยวกับ AI ที่มีความรับผิดชอบ](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) - -## เนื้อหาเพิ่มเติม - - [โครงข่ายแบบมัลติโมดอล](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) + - [MS Learn เกี่ยวกับ AI อย่างรับผิดชอบ](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) +## พิเศษ + - [โครงข่ายมัลติโหมด](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - DALL-E - VQ-GAN --- + **ข้อจำกัดความรับผิดชอบ**: -เอกสารนี้ได้รับการแปลโดยใช้บริการแปลภาษา AI [Co-op Translator](https://github.com/Azure/co-op-translator) แม้ว่าเราจะพยายามให้การแปลมีความถูกต้อง แต่โปรดทราบว่าการแปลอัตโนมัติอาจมีข้อผิดพลาดหรือความไม่แม่นยำ เอกสารต้นฉบับในภาษาต้นทางควรถือเป็นแหล่งข้อมูลที่เชื่อถือได้ สำหรับข้อมูลที่สำคัญ ขอแนะนำให้ใช้บริการแปลภาษามนุษย์มืออาชีพ เราจะไม่รับผิดชอบต่อความเข้าใจผิดหรือการตีความที่ผิดพลาดซึ่งเกิดจากการใช้การแปลนี้ \ No newline at end of file +เอกสารฉบับนี้ได้รับการแปลโดยใช้บริการแปลภาษา AI [Co-op Translator](https://github.com/Azure/co-op-translator) แม้ว่าเราจะพยายามให้มีความถูกต้อง โปรดทราบว่าการแปลอัตโนมัติอาจมีข้อผิดพลาดหรือความคลาดเคลื่อน เอกสารต้นฉบับในภาษาดั้งเดิมควรถูกพิจารณาเป็นแหล่งข้อมูลที่เชื่อถือได้ สำหรับข้อมูลที่สำคัญ ขอแนะนำให้ใช้บริการแปลโดยมืออาชีพ เราจะไม่รับผิดชอบต่อความเข้าใจผิดหรือการตีความที่ผิดพลาดใดๆ ที่เกิดจากการใช้การแปลนี้ + \ No newline at end of file From d0590100c22aa3e75853030577e9eb806453464d Mon Sep 17 00:00:00 2001 From: "localizeflow[bot]" Date: Mon, 20 Apr 2026 16:32:21 +0000 Subject: [PATCH 17/17] chore(i18n): sync translations with latest source changes (chunk 1/1, 6 changes) --- translations/ur/.co-op-translator.json | 4 +- translations/ur/etc/Mindmap.md | 86 +++++++++++----------- translations/zh-CN/.co-op-translator.json | 4 +- translations/zh-CN/etc/Mindmap.md | 58 ++++++++------- translations/zh-MO/.co-op-translator.json | 4 +- translations/zh-MO/etc/Mindmap.md | 90 ++++++++++++----------- 6 files changed, 126 insertions(+), 120 deletions(-) diff --git a/translations/ur/.co-op-translator.json b/translations/ur/.co-op-translator.json index 322149c2..6ffc41e6 100644 --- a/translations/ur/.co-op-translator.json +++ b/translations/ur/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "ur" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-26T11:21:01+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T16:31:03+00:00", "source_file": "etc/Mindmap.md", "language_code": "ur" }, diff --git a/translations/ur/etc/Mindmap.md b/translations/ur/etc/Mindmap.md index 17d07b6f..f2820bd1 100644 --- a/translations/ur/etc/Mindmap.md +++ b/translations/ur/etc/Mindmap.md @@ -4,75 +4,77 @@ - مصنوعی ذہانت کی تعریف - مصنوعی ذہانت کی تاریخ - مصنوعی ذہانت کے طریقے - - ٹاپ ڈاؤن/سمبولک - - باٹم اپ/نیورل + - اوپر سے نیچے / علامتی + - نیچے سے اوپر / نیورل - ارتقائی - - ہم آہنگی / ابھرتی ہوئی مصنوعی ذہانت + - ہم آہنگ / ابھرتی ہوئی مصنوعی ذہانت - [مائیکروسافٹ مصنوعی ذہانت بزنس اسکول](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) -## [سمبولک مصنوعی ذہانت](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) +## [علامتی مصنوعی ذہانت](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - علم کی نمائندگی - [ماہرانہ نظام](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - - [اونٹولوجیز](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - - سیمینٹک ویب + - [مخاطبین](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) + - معنوی ویب ## [نیورل نیٹ ورکس](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - [پرسپٹرون](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - - [ملٹی لیئرڈ نیٹ ورکس](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) + - [کثیر پرت والے نیٹ ورکس](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - [فریم ورکس کا تعارف](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - - [پائی ٹورچ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) + - [پائی ٹارچ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - [ٹینسر فلو](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - [اوورفٹنگ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) ## [کمپیوٹر وژن](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - - مائیکروسافٹ لرن پر - - [مصنوعی ذہانت کی بنیادی باتیں: کمپیوٹر وژن کا جائزہ](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - - [پائی ٹورچ کے ساتھ کمپیوٹر وژن](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) + - ایم ایس لرن پر + - [مصنوعی ذہانت کی بنیادیں: کمپیوٹر وژن کو دریافت کریں](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [پائی ٹارچ کے ساتھ کمپیوٹر وژن](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - [ٹینسر فلو کے ساتھ کمپیوٹر وژن](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [کمپیوٹر وژن کا تعارف: اوپن سی وی](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - - [کنوولوشنل نیٹ ورکس](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - - [سی این این آرکیٹیکچرز](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) + - [کمپیوٹر وژن کا تعارف۔ اوپن سی وی](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - [کنولوشنل نیٹ ورکس](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) + - [سی این این کی ساختیں](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - [ٹرانسفر لرننگ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - - [ٹریننگ کے طریقے](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - - [آٹو اینکوڈرز اور وی اے ایز](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - - [جنریٹو ایڈورسریل نیٹ ورکس](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) + - [تربیتی ترکیبیں](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) + - [آٹو انکوڈرز اور وی اے ایز](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) + - [جنریٹیو ایڈورسریل نیٹ ورکس](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - [اسٹائل ٹرانسفر](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - - [آبجیکٹ ڈیٹیکشن](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - - [سیگمنٹیشن](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) + - [آبجیکٹ کی شناخت](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) + - [سگمنٹیشن](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) ## [قدرتی زبان کی پروسیسنگ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - - مائیکروسافٹ لرن پر - - [مصنوعی ذہانت کی بنیادی باتیں: قدرتی زبان کی پروسیسنگ](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - - [پائی ٹورچ کے ساتھ این ایل پی](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) + - ایم ایس لرن پر + - [مصنوعی ذہانت کی بنیادیں: قدرتی زبان کی پروسیسنگ کو دریافت کریں](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - [پائی ٹارچ کے ساتھ این ایل پی](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - [ٹینسر فلو کے ساتھ این ایل پی](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - [متن کی نمائندگی](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - - بیگ آف ورڈز + - الفاظ کا بیگ - ٹی ایف/آئی ڈی ایف - - [سیمینٹک ایمبیڈنگز](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - - ورڈ2ویک - - گلوو + - [معنوی ایمبیڈنگز](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) + - Word2Vec + - GloVE - [زبان کی ماڈلنگ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) - - [ریکَرَنٹ نیورل نیٹ ورکس](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) + - [دہرانے والے نیورل نیٹ ورکس](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) - ایل ایس ٹی ایم - جی آر یو - - [جنریٹو ریکَرَنٹ نیٹ ورکس](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - - [ٹرانسفارمرز اور بی ای آر ٹی](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - - [نامزد ادارہ کی شناخت](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) + - [جنریٹیو ری کرنٹ نیٹ ورکس](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) + - [ٹرانسفارمرز اور برٹ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) + - [نامزد ہستی کی شناخت](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - [متن کی تخلیق اور جی پی ٹی](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) - ## دیگر تکنیکیں - - [جینیٹک الگورتھمز](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - - [ڈیپ ری انفورسمنٹ لرننگ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - - [ملٹی ایجنٹ سسٹمز](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) - -## [مصنوعی ذہانت کے اخلاقیات](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - - [ذمہ دار مصنوعی ذہانت پر مائیکروسافٹ لرن](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) + - [جینیاتی الگورتھمز](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) + - [گہرا تقویتی لرننگ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) + - [کثیر ایجنٹ سسٹمز](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) +## [مصنوعی ذہانت کی اخلاقیات](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) + - [ذمہ دار مصنوعی ذہانت پر ایم ایس لرن](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) ## اضافی مواد - [ملٹی موڈل نیٹ ورکس](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - - [سی ایل آئی پی](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - - ڈی اے ایل ایل-ای - - وی کیو-جی اے این + - [کلپ](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) + - DALL-E + - VQ-GAN -**ڈسکلیمر**: -یہ دستاویز AI ترجمہ سروس [Co-op Translator](https://github.com/Azure/co-op-translator) کا استعمال کرتے ہوئے ترجمہ کی گئی ہے۔ ہم درستگی کے لیے کوشش کرتے ہیں، لیکن براہ کرم آگاہ رہیں کہ خودکار ترجمے میں غلطیاں یا غیر درستیاں ہو سکتی ہیں۔ اصل دستاویز کو اس کی اصل زبان میں مستند ذریعہ سمجھا جانا چاہیے۔ اہم معلومات کے لیے، پیشہ ور انسانی ترجمہ کی سفارش کی جاتی ہے۔ ہم اس ترجمے کے استعمال سے پیدا ہونے والی کسی بھی غلط فہمی یا غلط تشریح کے ذمہ دار نہیں ہیں۔ \ No newline at end of file +--- + + +**دستبرداری**: +اس دستاویز کا ترجمہ AI ترجمے کی سروس [Co-op Translator](https://github.com/Azure/co-op-translator) کے ذریعے کیا گیا ہے۔ اگرچہ ہم درستگی کے لیے کوشاں ہیں، براہ کرم نوٹ کریں کہ خودکار تراجم میں غلطیاں یا کمی بیشی ہو سکتی ہے۔ اصل دستاویز اپنی مادری زبان میں معتبر ماخذ سمجھا جانا چاہیے۔ اہم معلومات کے لیے، پیشہ ورانہ انسانی ترجمانی کی سفارش کی جاتی ہے۔ اس ترجمے کے استعمال سے پیدا ہونے والے کسی بھی غلط فہمی یا غلط تشریح کی ذمہ داری ہم پر عائد نہیں ہوتی۔ + \ No newline at end of file diff --git a/translations/zh-CN/.co-op-translator.json b/translations/zh-CN/.co-op-translator.json index 4ffbda99..d012fd5e 100644 --- a/translations/zh-CN/.co-op-translator.json +++ b/translations/zh-CN/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "zh-CN" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-24T20:43:02+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T16:31:40+00:00", "source_file": "etc/Mindmap.md", "language_code": "zh-CN" }, diff --git a/translations/zh-CN/etc/Mindmap.md b/translations/zh-CN/etc/Mindmap.md index 1cf9945f..efb74a82 100644 --- a/translations/zh-CN/etc/Mindmap.md +++ b/translations/zh-CN/etc/Mindmap.md @@ -1,23 +1,23 @@ -# 人工智能 +# AI -## [人工智能简介](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - - 人工智能定义 - - 人工智能历史 - - 人工智能方法 +## [AI简介](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) + - AI定义 + - AI历史 + - AI方法 - 自上而下/符号主义 - - 自下而上/神经网络 - - 演化方法 - - 协同/涌现人工智能 - - [微软人工智能商业学院](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) + - 自下而上/神经 + - 进化 + - 协同 / 新兴AI + - [微软AI商业学院](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) -## [符号主义人工智能](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) +## [符号AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - 知识表示 - [专家系统](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - [本体论](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - 语义网 ## [神经网络](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - - [感知机](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) + - [感知器](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - [多层网络](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - [框架简介](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) @@ -26,25 +26,25 @@ ## [计算机视觉](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - 在微软学习平台 - - [人工智能基础：探索计算机视觉](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - - [使用 PyTorch 的计算机视觉](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - - [使用 TensorFlow 的计算机视觉](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [计算机视觉简介：OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - [AI基础：探索计算机视觉](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - [使用PyTorch的计算机视觉](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) + - [使用TensorFlow的计算机视觉](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [CV简介。OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - [卷积网络](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - - [卷积神经网络架构](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) + - [CNN架构](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - [迁移学习](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - [训练技巧](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - [自动编码器和变分自动编码器](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - [生成对抗网络](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - [风格迁移](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - [目标检测](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - - [图像分割](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) + - [分割](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) ## [自然语言处理](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - 在微软学习平台 - - [人工智能基础：探索自然语言处理](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - - [使用 PyTorch 的自然语言处理](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - - [使用 TensorFlow 的自然语言处理](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) + - [AI基础：探索自然语言处理](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - [使用PyTorch的NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) + - [使用TensorFlow的NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - [文本表示](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - 词袋模型 - TF/IDF @@ -55,24 +55,26 @@ - [循环神经网络](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) - LSTM - GRU - - [生成式循环网络](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - - [Transformer 和 BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) + - [生成性循环网络](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) + - [Transformers和BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - [命名实体识别](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - - [文本生成与 GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) - + - [文本生成和GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) ## 其他技术 - [遗传算法](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - [深度强化学习](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - [多智能体系统](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) -## [人工智能伦理](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - - [微软学习平台上的负责任人工智能](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) - +## [AI伦理](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) + - [微软学习：负责任的AI](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) ## 额外内容 - [多模态网络](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - DALL-E - VQ-GAN +--- + + **免责声明**： -本文档使用AI翻译服务 [Co-op Translator](https://github.com/Azure/co-op-translator) 进行翻译。尽管我们努力确保翻译的准确性，但请注意，自动翻译可能包含错误或不准确之处。应以原文档的原始语言版本为权威来源。对于关键信息，建议使用专业人工翻译。我们对于因使用本翻译而引起的任何误解或误读不承担责任。 \ No newline at end of file +本文件使用 AI 翻译服务 [Co-op Translator](https://github.com/Azure/co-op-translator) 翻译。虽然我们力求准确，但请注意，自动翻译可能包含错误或不准确之处。原始语言的文件应被视为权威来源。对于关键信息，建议使用专业人工翻译。对于因使用本翻译而产生的任何误解或误读，我们不承担任何责任。 + \ No newline at end of file diff --git a/translations/zh-MO/.co-op-translator.json b/translations/zh-MO/.co-op-translator.json index f63fbd3c..80b8f4b6 100644 --- a/translations/zh-MO/.co-op-translator.json +++ b/translations/zh-MO/.co-op-translator.json @@ -30,8 +30,8 @@ "language_code": "zh-MO" }, "etc/Mindmap.md": { - "original_hash": "f2f88dbd2debd38e26149b27b1fd272d", - "translation_date": "2025-08-26T11:21:29+00:00", + "original_hash": "10abe483dbfb1e1ff695848f4d2e84a8", + "translation_date": "2026-04-20T16:32:13+00:00", "source_file": "etc/Mindmap.md", "language_code": "zh-MO" }, diff --git a/translations/zh-MO/etc/Mindmap.md b/translations/zh-MO/etc/Mindmap.md index 2c311af2..05693484 100644 --- a/translations/zh-MO/etc/Mindmap.md +++ b/translations/zh-MO/etc/Mindmap.md @@ -1,78 +1,80 @@ -# 人工智慧 (AI) +# AI -## [人工智慧簡介](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) - - 人工智慧的定義 - - 人工智慧的歷史 - - 人工智慧的方法 +## [AI 入門](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md) + - AI 定義 + - AI 歷史 + - AI 方法 - 自上而下/符號式 - - 自下而上/神經網路 + - 自下而上/神經式 - 演化式 - - 協同/湧現式人工智慧 - - [微軟人工智慧商業學院](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) + - 協同式 / 浮現式 AI + - [微軟 AI 商業學院](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste) -## [符號式人工智慧](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) +## [符號式 AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md) - 知識表示 - [專家系統](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb) - [本體論](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) - - 語意網 + - 語義網 -## [神經網路](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) - - [感知器](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) - - [多層網路](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) - - [框架簡介](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) +## [神經網絡](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md) + - [感知機](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md) + - [多層網絡](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md) + - [框架入門](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md) - [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb) - [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md) - [過擬合](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md) ## [電腦視覺](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md) - - 在微軟學習平台上 - - [人工智慧基礎：探索電腦視覺](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) + - 在 MS Learn + - [AI 基礎：探索電腦視覺](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste) - [使用 PyTorch 的電腦視覺](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste) - [使用 TensorFlow 的電腦視覺](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste) - - [電腦視覺簡介：OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) - - [卷積網路](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) - - [卷積神經網路架構](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) + - [電腦視覺入門。OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md) + - [卷積神經網絡](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md) + - [CNN 架構](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md) - [遷移學習](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/README.md) - [訓練技巧](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/08-TransferLearning/TrainingTricks.md) - - [自編碼器與變分自編碼器 (VAEs)](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) - - [生成對抗網路 (GANs)](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) + - [自編碼器與變分自編碼器](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/09-Autoencoders/README.md) + - [生成對抗網絡](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/README.md) - [風格遷移](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/10-GANs/StyleTransfer.ipynb) - - [物件偵測](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) - - [影像分割](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) - + - [目標檢測](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md) + - [圖像分割](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md) + ## [自然語言處理](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md) - - 在微軟學習平台上 - - [人工智慧基礎：探索自然語言處理](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) + - 在 MS Learn + - [AI 基礎：探索自然語言處理](https://docs.microsoft.com/learn/paths/explore-natural-language-processing/?WT.mc_id=academic-77998-cacaste) - [使用 PyTorch 的自然語言處理](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-pytorch/?WT.mc_id=academic-77998-cacaste) - [使用 TensorFlow 的自然語言處理](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste) - [文本表示](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md) - - 詞袋模型 (Bag of Words) + - 詞袋模型 - TF/IDF - - [語意嵌入](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) + - [語義嵌入](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md) - Word2Vec - GloVE - - [語言建模](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) - - [循環神經網路 (RNN)](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) - - 長短期記憶網路 (LSTM) - - 閘控循環單元 (GRU) - - [生成式循環網路](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) - - [Transformer 和 BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) - - [命名實體識別 (NER)](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) + - [語言模型](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling) + - [遞歸神經網絡](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md) + - LSTM + - GRU + - [生成遞歸網絡](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md) + - [變壓器與 BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md) + - [命名實體識別](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md) - [文本生成與 GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md) - ## 其他技術 - - [遺傳演算法](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) + - [遺傳算法](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md) - [深度強化學習](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md) - - [多代理系統](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) + - [多智能體系統](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md) -## [人工智慧倫理](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) - - [微軟學習平台上的負責任人工智慧](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) - -## 附加內容 - - [多模態網路](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) +## [AI 倫理](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md) + - [微軟學習責任 AI](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste) +## 額外資源 + - [多模態網絡](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md) - [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb) - DALL-E - VQ-GAN +--- + + **免責聲明**： -本文檔使用 AI 翻譯服務 [Co-op Translator](https://github.com/Azure/co-op-translator) 進行翻譯。儘管我們努力確保準確性，但請注意，自動翻譯可能包含錯誤或不準確之處。原始語言的文件應被視為權威來源。對於關鍵信息，建議使用專業人工翻譯。我們對因使用此翻譯而引起的任何誤解或誤釋不承擔責任。 \ No newline at end of file +本文件係透過 AI 翻譯服務 [Co-op Translator](https://github.com/Azure/co-op-translator) 進行翻譯。雖然我們致力於確保翻譯的準確性，但請注意，自動翻譯可能包含錯誤或不準確之處。原始語言文件應視為權威來源。對於關鍵資訊，建議採用專業人工翻譯。我們對因使用本翻譯所引起的任何誤解或誤譯概不負責。 + \ No newline at end of file