Saptarshi Dey

Have you ever wondered how the Scikit-learn regression models work under the hood? In this blog, we will try to mimic the Scikit-learn regression models using basic differential calculus and matrix algebra. In other words, we are going to implement Multiple Linear Regression from scratch. First things first. This blog dives deep into pure mathematics concepts. So I assume that you know the basics of engineering mathematics. Even if you don’t, I’ll try to keep it as simple as possible. Theory Let’s unders...