linear regression - Machine Learning Concepts

Ridge Regression (now with interactive graphs!!!)

ByIshan Shishodiya April 18, 2022May 5, 2022

So… Ridge Regression is a modified version of Linear Regression. and a classic example of regularization using L2 penalty. So to learn about Ridge Regression, you have to make sure you understand Linear Regression. If you don’t then click here. If you don’t know what Gradient Descent is, then click here. It is an absolute must that…

gradient descent | Linear Regression | ml-tutorials

Gradient Descent (now with a little bit of scary maths)

ByIshan Shishodiya April 16, 2022May 10, 2022

Buckle up Buckaroo because Gradient Descent is gonna be a long one (and a tricky one too). The whole article would be a lot more “mathy” than most articles as it tries to cover the concepts behind a Machine Learning algorithm called Linear Regression. If you don’t know what Linear Regression is, go through this article once. It would help…