Schedule
Meetup Link
Click Here to Join the Meetups on Zoom
Meetups are Mondays at 6:45PM Eastern. We meet every Monday of the semester except Thanksgiving week.
| Date | Module | Slides | Video | Main Deliverables |
|---|---|---|---|---|
| Aug 31 | Introduction to Machine Learning | |||
| Sep 7 | Bias-Variance Trade-Off | Lab 1 | ||
| Sep 14 | The Linear Model | Lab 2 | ||
| Sep 21 | Classification | |||
| Sep 28 | Generative Classification Models and Class Imbalance | Lab 3 | ||
| Oct 5 | Resampling and Cross-Validation | Project Proposal | ||
| Oct 12 | Regularization and Model Selection | Lab 4 | ||
| Oct 19 | Tree Models | |||
| Oct 26 | Ensemble Models | Lab 5 | ||
| Nov 2 | Causal Inference | Minimum Viable Product Demo | ||
| Nov 9 | Model Interpretation, Communication, and Ethics | Lab 6 | ||
| Nov 16 | Neural Networks | |||
| Nov 23 | No Meetup — Thanksgiving | |||
| Nov 30 | Deep Learning | Lab 7 | ||
| Dec 7 | RNNs and NLP | |||
| Dec 14 | Pretrained Models | Lab 8, Final Project Demo |
Slides and recordings are posted here after each meetup.
Links to Vignettes and Additional Videos
Vignette videos are posted here as they are released, alongside the announcement post that introduces them.
| Week | Video Link | Announcement Link |
|---|---|---|