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, ...

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 ...

Not only can you fit linear regression, but you can also fit nonlinear curves. I'll demonstrate this using NumPy to generate some data points that can represent a quadratic plot.

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

This article consists of two parts. The first part shows that the ordinary least squares regression coefficient is a weighted average of slopes between adjacent sample points. When applied to a linear ...