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 + Transfer Learning 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      
12 Transformers in Vision April 30, 2025      
13 Transformers with PyTorch May 7, 2025      
14 Language Models May 9, 2025      
15 Transformers with Time Series May 14, 2025      
16 Foundation Models May 16, 2025      
17 How to Use Foundation Models + Prompt Learning May 21, 2025      
18 Medical Image Analysis through AI May 23, 2025      
19 Computer Vision Applications May 28, 2025      
20 Ethics and Regulation in AI May 30, 2025      
21 Invited Talk on AI June 4, 2025