Demystifying logic for Lasso, Ridge and Linear Regression

Machine learning is interesting because developing our understanding of machine learning entails developing our understanding of the principles that underlie intelligence.

And we know Learning is our means of attaining the ability to perform the task. The task which we will discuss in this is one of the simplest and interesting one, called as Regression. We will touch normal Linear Regression along with its Regularized flavors — Lasso and Ridge.