- Statistical Learning Introduction
- Introduction to overarching and foundational concepts in Statistical Learning.
- Accuracy
- Exploration into assessing models in different situations. How do we define a "best" model for given data?
- Simple Linear Regression
- Introduction to Simple Linear Regression, such as when and how to use it.
- Multiple Linear Regression
- A deep dive into multiple linear regression, a strong and extremely popular technique for a continuous target.
- Classification Overview
- Classification Models