| Date | Content | Reading | Slides and Notes |
|---|---|---|---|
| Intro | |||
| 1/8 Th | Introduction, machine learning review |
chapter 1-4 of Dive into Deep Learning, Zhang et al
https://playground.tensorflow.org/ |
Lecture 1, Lecture 1 (annotated) |
| 1/15 Th | Fully-connected neural networks, optimization algorithms, optimization techniques | chapter 5, 6, 12 of Dive into Deep Learning, Zhang et al | Lecture 2 |
| 1/22 Th | |||
| 1/29 Th | |||
| 2/5 Th | |||
| 10/14 Tu | |||
| 2/12 Th | |||
| 2/19 Tu | |||
| 2/26 Th | |||
| 3/5 Th | |||
| 3/12 Th | Project Presentation (Zoom) |