Calendar
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| Monday | Tuesday | Wednesday | Thursday | Friday | |
| Week 1 | Feb 6 | Feb 7 | Feb 8 | Feb 9 | Feb 10 |
| Intro to ML | Homework 1 | Lab 1 | |||
| Notes 1 | Intro Slides | Exercise 2 | |||
| Notes 2 (up to 2.4) | Recitation 1 | ||||
| Week 2 | Feb 13 | Feb 14 | Feb 15 | Feb 16 | Feb 17 |
| Analytical Regression | Homework 2 | Lab 2 | |||
| Notes, Video, Slides | Recitation 2 | Exercise 3 | |||
| Matrix Derivatives | |||||
| Week 3 | Feb 20 | Feb 21 | Feb 22 | Feb 23 | Feb 24 |
| Gradient Descent | President's Day | Monday Schedule | Lab 3 | ||
| Notes, Video, Slides | Homework 3 | Recitation 3 | Exercise 4 | ||
| More Slides | |||||
| Week 4 | Feb 27 | Feb 28 | Mar 1 | Mar 2 | Mar 3 |
| Logistic Regression | Homework 4 | Lab 4 | |||
| Notes, Video, Slides | Recitation 4 | Exercise 5 | |||
| More Slides | |||||
| Week 5 | Mar 6 | Mar 7 | Mar 8 | Mar 9 | Mar 10 |
| Features | Homework 5 | Lab 5 | Add Date | ||
| Nearest Neighbors | Recitation 5 | Exercise 6 | |||
| Notes 1, Notes 2 | More Slides | ||||
| Video, Slides | |||||
| Week 6 | Mar 13 | Mar 14 | Mar 15 | Mar 16 | Mar 17 |
| Neural Networks | Homework 6 | Lab 6 | |||
| Notes, Video, Slides | Recitation 6 | ||||
| More Slides | |||||
| Midterm Exam Week | Mar 20 | Mar 21 | Mar 22 | Mar 23 | Mar 24 |
| Midterm at | Exercise 7 | ||||
| 7:30pm-9:30pm | |||||
| Spring Break | |||||
| Week 7 | Apr 3 | Apr 4 | Apr 5 | Apr 6 | Apr 7 |
| Convolutional | Homework 7 | Lab 7 | |||
| Neural Networks | Recitation 7 | Exercise 8 | |||
| Notes, Video, Slides | More Slides | ||||
| Week 8 | Apr 10 | Apr 11 | Apr 12 | Apr 13 | Apr 14 |
| Recurrent | Homework 8 | Lab 8 | |||
| Neural Networks | Recitation 8 | Exercise 9 | |||
| Notes, Video, Slides | More Slides | ||||
| Week 9 | Apr 17 | Apr 18 | Apr 19 | Apr 20 | Apr 21 |
| Autoencoders | Patriots' Day | Lab 9 | |||
| Notes | No class | Exercise 10 | |||
| Homework 9 | |||||
| Week 10 | Apr 24 | Apr 25 | Apr 26 | Apr 27 | Apr 28 |
| Markov Decision | Homework 10 | Drop Date | Lab 10 | ||
| Processes | Recitation 10 | Exercise 11 | |||
| Notes, Video, Slides | More Slides | ||||
| Week 11 | May 1 | May 2 | May 3 | May 4 | May 5 |
| Reinforcement | Homework 11 | Lab 11 | |||
| Learning | Recitation 11 | Exercise 12 | |||
| Notes, Video, Slides | More Slides | ||||
| Week 12 | May 8 | May 9 | May 10 | May 11 | May 12 |
| Clustering | Homework 12 | Lab 12 | Last due | ||
| Notes, Video, Slides | Recitation 12 | ||||
| More Slides | |||||
| Week 13 | May 15 | May 16 | May 17 | May 18 | May 19 |
| Transformers | Slides | ||||
| Final exam period | May 22 | May 23 | |||
| Final at | |||||
| 1:30pm-4:30pm | |||||
Batch download/materials:
- Complete Lecture Notes Draft Note that chapters are subject to change week by week.
- Fall21 Videos and Slides Note that these are unedited from fall21; they do not perfectly align with our current offering.