| # | Week | Date | Topic | Additional Materials | Lecturer |
|---|---|---|---|---|---|
| 1 | Week 1 | Fri, Apr 3 | Broadcasting + Matrix Calculus | slides recording | Bernie |
| 2 | Week 2 | Fri, Apr 10 | Backpropagation | slides recording worksheet solution | Jasper |
| 3 | Week 3 | Fri, Apr 17 | CNNs + Vectorization | slides recording worksheet solution | Kiran |
| 4 | Week 4 | Fri, Apr 24 | Exam Review | slides recording | Wisdom |
| 5 | Week 5 | Fri, May 1 | Who's Who of Deep Learning | slides recording | Ben |
| 6 | Week 6 | Fri, May 8 | How to |
slides recording | Zixian |
| 7 | Week 7 | Fri, May 15 | Physics-Informed Machine Learning | slides recording | Hisham |
| 8 | Week 8 | Fri, May 22 | Generative world models | slides recording | Chenhao |
| 9 | Week 9 | Fri, May 29 | Building web agents | Zixian |