The statistical methods in data science course is taught by teacher Wang. book - ISL, anaylysis mainly using R
| Charpter homework | Topic |
|---|---|
| 1 | Introduction |
| 2 | Concepts |
| 3 | Linear regression |
| 4 | Classification |
| 5 | Resampling methods |
| 6 | Model selection and regularization |
| 7 | Moving beyond linearity |
| 8 | Tree-based methods |
| 9 | Support vector machines |
| 10 | Unsupervised learning |