From 62ca7314f72031904790420a11894ecb8b9bd046 Mon Sep 17 00:00:00 2001 From: "localizeflow[bot]" Date: Mon, 20 Apr 2026 16:21:28 +0000 Subject: [PATCH] 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