I was a guest lecturer for ROB 537. Below are a few topics I covered with links to slides.
- Sequential Modeling 1 (RNNs and LSTMs): Slides
- Sequential Modeling 2: Slides
- Transformers: Slides
- LLMS, GANs, and Human-Centered Decision-Making: Slides
- Neural Networks and Backpropagation: Slides