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"language_code": "mr"
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"original_hash": "f2f88dbd2debd38e26149b27b1fd272d",
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"translation_date": "2025-08-26T11:22:27+00:00",
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"original_hash": "10abe483dbfb1e1ff695848f4d2e84a8",
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"translation_date": "2026-04-20T16:01:00+00:00",
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# एआय (AI)
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# AI
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## [एआयची ओळख](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md)
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- एआयची व्याख्या
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- एआयचा इतिहास
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- एआयकडे पाहण्याचे दृष्टिकोन
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- टॉप-डाउन/सिंबॉलिक
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- बॉटम-अप/न्यूरल
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- उत्क्रांतीवादी
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- सायनेर्जेटिक / उद्भवणारी एआय
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- [मायक्रोसॉफ्ट एआय बिझनेस स्कूल](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste)
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## [AI चे परिचय](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/1-Intro/README.md)
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- AI ची व्याख्या
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- AI चा इतिहास
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- AI कडे पाहण्याचे दृष्टिकोन
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- टॉप-डाउन/प्रतीकात्मक
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- बॉटम-अप/न्यूरल
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- उत्क्रांतीवादी
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- सिंर्गेटिक / उदयोन्मुख AI
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- [Microsoft AI व्यवसाय शाळा](https://www.microsoft.com/ai/ai-business-school/?WT.mc_id=academic-77998-cacaste)
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## [सिंबॉलिक एआय](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md)
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- ज्ञानाचे प्रतिनिधित्व
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- [एक्स्पर्ट सिस्टीम्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb)
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- [ऑन्टोलॉजीज](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb)
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- सिमॅंटिक वेब
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## [प्रतीकात्मक AI](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/README.md)
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- ज्ञान सादरीकरण
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- [तज्ञ प्रणाली](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/Animals.ipynb)
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- [ओन्टॉलॉजी](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb)
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- सेमॅंटिक वेब
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## [न्यूरल नेटवर्क्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md)
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- [पर्सेप्ट्रॉन](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md)
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- [मल्टी-लेयर्ड नेटवर्क्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md)
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- [फ्रेमवर्क्सची ओळख](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md)
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- [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb)
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- [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md)
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- [ओव्हरफिटिंग](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md)
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## [न्यूरल नेटवर्क](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/README.md)
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- [परसेप्ट्रॉन](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/03-Perceptron/README.md)
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- [मल्टी-लेयर्ड नेटवर्क्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/04-OwnFramework/README.md)
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- [फ्रेमवर्कचे परिचय](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/README.md)
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- [PyTorch](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroPyTorch.ipynb)
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- [TensorFlow](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/IntroKerasTF.md)
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- [ओवरफिटिंग](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/3-NeuralNetworks/05-Frameworks/Overfitting.md)
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## [कंप्युटर व्हिजन](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/README.md)
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- मायक्रोसॉफ्ट लर्नवर
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- [एआय फंडामेंटल्स: कंप्युटर व्हिजन एक्सप्लोर करा](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste)
|
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- [PyTorch सह कंप्युटर व्हिजन](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste)
|
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- [TensorFlow सह कंप्युटर व्हिजन](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste)
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- [कंप्युटर व्हिजनची ओळख. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md)
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- [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)
|
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- [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)
|
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- [ऑब्जेक्ट डिटेक्शन](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/11-ObjectDetection/README.md)
|
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- [सेगमेंटेशन](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md)
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## [नॅचरल लँग्वेज प्रोसेसिंग](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md)
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- मायक्रोसॉफ्ट लर्नवर
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- [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)
|
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- [TensorFlow सह NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste)
|
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- [टेक्स्टचे प्रतिनिधित्व](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md)
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- बॅग ऑफ वर्ड्स
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- TF/IDF
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- [सिमॅंटिक एम्बेडिंग्ज](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md)
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- Word2Vec
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- GloVE
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- [भाषा मॉडेलिंग](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling)
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- [रिकरंट न्यूरल नेटवर्क्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md)
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- LSTM
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- GRU
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- [जनरेटिव्ह रिक्ररंट नेटवर्क्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md)
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- [ट्रान्स्फॉर्मर्स आणि BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md)
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- [नेम्ड एंटिटी रिकग्निशन](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md)
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- [टेक्स्ट जनरेशन आणि GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md)
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## इतर तंत्रज्ञान
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- [जेनेटिक अल्गोरिदम्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md)
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- [डीप रिइन्फोर्समेंट लर्निंग](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md)
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- [मल्टी-एजंट सिस्टीम्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md)
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## [एआय नीतिशास्त्र](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md)
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- [जबाबदार एआयबद्दल मायक्रोसॉफ्ट लर्न](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste)
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- MS Learn वर
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- [AI मूलतत्त्व: कॉम्प्युटर व्हिजन एक्सप्लोर करा](https://docs.microsoft.com/learn/paths/explore-computer-vision-microsoft-azure/?WT.mc_id=academic-77998-cacaste)
|
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- [PyTorch सह CV](https://docs.microsoft.com/learn/modules/intro-computer-vision-pytorch/?WT.mc_id=academic-77998-cacaste)
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- [TensorFlow सह CV](https://docs.microsoft.com/learn/modules/intro-computer-vision-TensorFlow/?WT.mc_id=academic-77998-cacaste)
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- [CV चे परिचय. OpenCV](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/06-IntroCV/README.md)
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- [कन्व्होल्युशनल नेटवर्क्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/README.md)
|
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- [CNN आर्किटेक्चर](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/07-ConvNets/CNN_Architectures.md)
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- [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)
|
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- [सेगमेंटेशन](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/4-ComputerVision/12-Segmentation/README.md)
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## [नैसर्गिक भाषा प्रक्रिया](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/README.md)
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- MS Learn वर
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- [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)
|
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- [TensorFlow सह NLP](https://docs.microsoft.com/learn/modules/intro-natural-language-processing-TensorFlow/?WT.mc_id=academic-77998-cacaste)
|
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- [टेक्स्टचे प्रतिनिधित्व](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/13-TextRep/README.md)
|
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- शब्दांची पिशवी
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- TF/IDF
|
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- [सेमॅंटिक एम्बेडिंग्ज](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/14-Embeddings/README.md)
|
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- Word2Vec
|
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- GloVE
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- [भाषा मॉडेलिंग](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/15-LanguageModeling)
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- [रकरंट न्यूरल नेटवर्क्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/16-RNN/README.md)
|
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- LSTM
|
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- GRU
|
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- [जनरेटिव्ह रकरंट नेटवर्क्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/17-GenerativeNetworks/README.md)
|
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- [ट्रान्सफॉर्मर आणि BERT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/18-Transformers/README.md)
|
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- [नामित संस्था ओळख](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/19-NER/README.md)
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- [टेक्स्ट जनरेशन आणि GPT](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/5-NLP/20-LanguageModels/README.md)
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## इतर तंत्र
|
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- [जेनिटिक अल्गोरिदम](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/21-GeneticAlgorithms/README.md)
|
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- [डीप रिइन्फोर्समेंट लर्निंग](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/22-DeepRL/README.md)
|
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- [मल्टी-एजंट सिस्टम्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/6-Other/23-MultiagentSystems/README.md)
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## [AI नैतिकता](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/7-Ethics/README.md)
|
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- [जबाबदार AI वर MS Learn](https://docs.microsoft.com/learn/paths/responsible-ai-business-principles/?WT.mc_id=academic-77998-cacaste)
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## अतिरिक्त
|
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- [मल्टीमोडल नेटवर्क्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md)
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- [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb)
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- DALL-E
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- VQ-GAN
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- [मल्टिमोडल नेटवर्क्स](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/README.md)
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- [CLIP](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/X-Extras/X1-MultiModal/Clip.ipynb)
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- DALL-E
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- VQ-GAN
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---
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||||
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<!-- CO-OP TRANSLATOR DISCLAIMER START -->
|
||||
**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.
|
||||
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.
|
||||
<!-- CO-OP TRANSLATOR DISCLAIMER END -->
|
||||
|
|
@ -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"
|
||||
},
|
||||
|
|
|
|||
|
|
@ -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
|
||||
|
||||
---
|
||||
|
||||
<!-- CO-OP TRANSLATOR DISCLAIMER START -->
|
||||
**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।
|
||||
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।
|
||||
<!-- CO-OP TRANSLATOR DISCLAIMER END -->
|
||||
|
|
@ -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"
|
||||
},
|
||||
|
|
|
|||
|
|
@ -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।
|
||||
---
|
||||
|
||||
<!-- CO-OP TRANSLATOR DISCLAIMER START -->
|
||||
**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।
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<!-- CO-OP TRANSLATOR DISCLAIMER END -->
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Reference in New Issue