| 1 |
Neural Networks and Optimization |
March 12, 2025 |
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| 2 |
Introduction to PyTorch |
March 14, 2025 |
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| 3 |
Convolutional Neural Networks |
March 19, 2025 |
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| 4 |
Train a CNN with PyTorch |
March 21, 2025 |
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| 5 |
LSTM and RNN |
March 26, 2025 |
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| 6 |
XAI |
March 28, 2025 |
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| 7 |
Generative AI: Part 1 |
April 2, 2025 |
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| 8 |
Captum |
April 4, 2025 |
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| 9 |
Generative AI: Part 2 |
April 9, 2025 |
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| 10 |
Create a GenModel with PyTorch |
April 11, 2025 |
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| 11 |
Transformers |
April 23, 2025 |
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| 12 |
Language Models + Practical |
April 30, 2025 |
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| 13 |
Transformers in Vision and for Multimodal data |
May 7, 2025 |
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| 14 |
Transformers for Audio |
May 14, 2025 |
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| 15 |
Practical Class on Multimodal Training |
May 16, 2025 |
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| 16 |
How to Use Foundation Models + Prompt Learning |
May 21, 2025 |
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| 17 |
Foundation Models |
May 23, 2025 |
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| 18 |
Ethics and Regulation in AI |
May 30, 2025 |
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| 19 |
AI research directions |
June 6, 2025 |
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| 20 |
Theory test exam & project presentation |
June 13, 2025 |
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