In-Class Notebooks

This is a list of some of the in-class notebooks I have created for my course, elements of which are already part of the book. I am listing the individual notebooks here to have a direct link to download individual notebooks, since we often use these in class and it is helpful to have them in a centralized place with download links:

• Reviewing Data Visualization: California Housing Dataset
• Introduction to Linear Regression and Cross-Validation
• Introduction to Gradient Descent
• Loss Functions for Linear Models