Chapter 3.4: Logistic Regression

Logistic regression is a discrimant approach for constructing a classifier. We will motivate logistic regression via the logistic function, define the log loss for optimization and illustrate the approach in 1D and 2D.

1Video Lecture

2Slides

3Quiz

4Logistic Regression & Newton-Raphson