LECTURES

Lecture Topic Date Slides Notes Code
1 Neural Networks and Optimization March 12, 2025 Link1 Link2    
2 Introduction to PyTorch March 14, 2025     Link
3 Convolutional Neural Networks March 19, 2025 Link    
4 Train a CNN with PyTorch March 21, 2025 Link   Link
5 LSTM and RNN March 26, 2025 Link    
6 XAI March 28, 2025 Link    
7 Generative AI: Part 1 April 2, 2025 Link    
8 Captum April 4, 2025     Link
9 Generative AI: Part 2 April 9, 2025      
10 Create a GenModel with PyTorch April 11, 2025     Link
11 Transformers April 23, 2025 Link    
12 Language Models + Practical April 30, 2025 Link   Link1 Link2
13 Transformers in Vision and for Multimodal data May 7, 2025 Link   Link
14 Transformers for Audio May 14, 2025 Link    
15 Practical Class on Multimodal Training May 16, 2025     Link
16 How to Use Foundation Models + Prompt Learning May 21, 2025 Link   Link
17 Foundation Models May 23, 2025 Link    
18 Ethics and Regulation in AI May 30, 2025 Link    
19 AI research directions June 6, 2025 Link    
20 Theory test exam & project presentation June 13, 2025