Regression Analysis with Python

Table of Contents

1. Regression, the workhorse of data science
2. Approaching Regression: Simple Linear Regression
3. Multiple Linear Regression
4. Logistic Regression
5. Data preparation
6. Achieving generalization
7. Online and Batch Learning
8. Beyond linearity
9. Real World Applications for Regression Models