Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of linear regression with two-way interactions between predictor variables. Compared to standard linear ...

This project demonstrates how to implement simple linear regression from scratch using Python, without relying on libraries like Scikit-Learn. The implementation includes data preprocessing, model ...

Simple Linear Regression is a statistical technique that models the relationship between two variables: ...

These models can range from relatively simple linear regression models to more sophisticated multivariate models that incorporate numerous explanatory variables. One of the most widely used ...