| Mar 30 | Course Overview | Slides |
| Apr 1 | A Geometric View of Linear Algebra. | Notes |
| Apr 3 | A Geometric View of Linear Algebra. | See Notes for 4/1 lecture. |
| Apr 6 | Nearest Neighbor Classification. | Notes |
| Apr 8 | Nearest Neighbors | See 4/6. |
| Apr 10 | Nearest Neighbors | See 4/6. |
| Apr 13 | Decision Trees | Notes |
| Apr 15 | Decision Trees. | See 4/13. |
| Apr 17 | Decision Trees. | See 4/13. |
| Apr 20 | Decision Trees. | See 4/13. |
| Apr 22 | Decision Trees. | See 4/13. |
| Apr 24 | Decision Trees. | See 4/13. |
| Apr 27 | Linear Classification. | Notes |
| Apr 29 | Linear Classification. | See 4/27. |
| May 1 | Perceptron. | See 4/27. |
| May 4 | Perceptron. | See 4/27. |
| May 6 | Midterm | |
| May 8 | Finish up Linear Classification. | Notes |
| May 11 | Kernels. | Notes |
| May 13 | Kernels. Midterm Solutions Discussion. | |
| May 15 | Kernels. | See 5/11 notes. |
| May 18 | Kernels. | See 5/11 notes. |
| May 20 | Kernels Problem Session. | |
| May 22 | Bias and Variance. | Bias and Variance Notes |
| May 27 | Ensemble Learning. | Notes |
| May 29 | Boosting. | See 5/27. |
| Jun 1 | Finish up Boosting. Viola and Jones. | Slides |
| Jun 3 | Tips for Practical ML. | Slides |
| Jun 5 | Problem Session. |