Machine Learning: Lecture 6b: Linear Models

This lecture is the first of several lectures dealing with linear classifiers. The linear model is the most popular classifier and over the course of many lectures in the class, we will see different learning algorithms for this hypothesis class. This lecture defines a linear classifier and examines its geometry. For more details, visit https://svivek.com/teaching/machine-learning/spring2024/lectures/linear-models.html