| Week | Date | Lecture | Homework | Fun |
|---|---|---|---|---|
| 1 | Feb 11 | Lecture 1: Data Science Intro + Calculus Slides | HW 1 | Playlist |
| Feb 12 | Lab 1: Linear Algebra and NumPy | |||
| 2 | Feb 18 | Lecture 2: Probability and Random Variables Slides Notebook | HW 2 | 👹 |
| Feb 19 | Lab 2: Come today and see! :-D | |||
| 3 | Feb 25 | Lecture 3: EDA Slides | Continue Previous HW | 👹 |
| Feb 26 | Project Proposal Doc! Lab Notebook | |||
| 4 | Mar 4 | Lecture 4: Modeling Slides | HW 3 | 👹 |
| Mar 5 | Lab Notebook | |||
| 5 | Mar 11 | Lecture 5: Linear Models Slides | HW 4 | 👹 |
| Mar 12 | Lab Notebook | |||
| 5 | Mar 18 | Lecture 6: PCA and Dimensionality Reduction Slides | No new HW over break! | 👹 |
| Mar 19 | Surprise lab! | |||
| 6 | Apr 1 | Lecture 6: Classification and Clustering Slides | HW 5 | 👹 |
| Apr 2 | Slides 2 Modeling Template | |||
| 7 | Apr 8 | Lecture 7: Classification Models Slides | HW 5 | 👹 |
| Apr 9 | Slides 2 Modeling Template | |||
| 8 | Apr 15 | Lecture 8: Calibration Slides | HW 6 (Coming Soon) | Playlist 2023 Segre Lecture |
| Apr 16 | Inference and Causation Slides |