Chapter 2.2: Linear Regression Models

In this section, we explain how the linear regression model can be used from a Machine Learning perspective to predict a numerical target variable. We use the concepts of loss function and empirical risk minimization to find the linear model that fits the data best.

1Video Lecture

2Slides

3Quiz

4Linear Model & Gradient Descent