Tutorials

These tutorials are meant to accompany the homework assignments in this class and provide you with the necessary fundamentals to succeed. All tutorials will be done in Python.

Modules

Table of contents

• Setting Up Your Environment
• k-Nearest Neighbors Classification
• Bootstrap
• Subset Selection Methods
• Ridge, Lasso, and PCR
• Classification