This page will be updated with lecture nodes and additional resources for the course.

- Htlm Slides: Data Visualizing In R

- Pdf Slides: Linear Regression
- Simple and Multiple Linear Regression (Htlm RMarkdown): HTML file
- Transformations in Regression (Htlm RMarkdown): HTML file

- Pdf Slides: Classification

- Pdf Slides: Resampling Methods

- Pdf Slides: Linear Model Selection and Regularization
- Principal Components Regression (Htlm RMarkdown): HTML file
- Ridge, Lasso, Elastic Net Regression (Htlm RMarkdown): HTML file

- PowerPoint Slides: Tree Based Methods
- Regression Trees (Htlm RMarkdown): HTML file
- Classification Trees (Htlm RMarkdown): HTML file