Discover how linear regression works, from simple to multiple linear regression, with step-by-step examples, graphs and real-world applications.

Dr. James McCaffrey presents a complete end-to-end demonstration of linear regression using JavaScript. Linear regression is the simplest machine learning technique to predict a single numeric value, ...

The simplest form of regression in Python is, well, simple linear regression. With simple linear regression, you're trying to ...

We do this because of an interesting quirk within linear regression lines - the line will always cross the point where the two means intersect. We can think of this as an anchor point, as we know that ...

Regression is a statistical method that allows us to look at the relationship between two variables, while holding other factors equal.

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the linear support vector regression (linear SVR) technique, where the goal is to predict a single numeric ...