Teaching

I was the Instructor of APS360: Fundamentals of Deep Learning at the University of Toronto from 2021 to 2025. The lecture slides are available below:

1. Artificial Neural Networks - Part I
2. Artificial Neural Networks - Part II
3. Artificial Neural Networks - Part III
4. Convolutional Neural Networks - Part I
5. Convolutional Neural Networks - Part II
6. Unsupervised Learning
7. Recurrent Neural Networks - Part I
8. Recurrent Neural Networks - Part II
9. Generative Adversarial Networks
10. Transformers
11. Graph Neural Networks