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, ...

Linear regression with two-way interactions is not always effective -- if it were, it would have replaced basic linear regression. Put another way, linear regression with two-way interactions can ...

Learning Objectives Understand the Fundamentals: Gain a solid understanding of multiple regression, logistic regression, and Cox regression, including their underlying assumptions and applications.