Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of linear regression with two-way ...

Regression boasts a long history in different domains: statistics, economics, psychology, social sciences, and political sciences. Using the gradient descent algorithm, linear regression can find the ...

Implementation of algorithms such as normal equations, gradient descent, stochastic gradient descent, lasso regularization and ridge regularization from scratch and done linear as well as polynomial ...

This project explores car data and improves a model's accuracy from 88% to 97%. The goal is to see how tweaks affect performance and uncover patterns that help boost accuracy.