Multiple and Polynomial Regression from scratch

Objective: The goal is to create median house price estimator for Boston city, using a Multiple Linear Regression Model build from scratch, applied on the “Boston Housing Dataset”. Then I will try to improve this estimator, using a Multiple Polynomial Regression Model. I won’t explain theory here, only background basic equations needed for code understanding. Read more