| Topics | Slides/Notes | SAS | Python | Assignments | Exams |
|---|---|---|---|---|---|
| An Overview of Data Mining | Slides | ||||
| Overfitting and Tuning | Slides | ||||
| Model Evaluation | Slides | Assignment 1 | |||
| Part 1. Tree-Based Models | |||||
| Classification Trees | Notes | Video 1, Video 2 | Notebook, Video | Assignment 2 Assignment 3 |
Exam 1’s Practice |
| Regression Trees | Note | Notebook | Assignment 4 |