Generalized Linear Models

Logistic regression

The article examines how logistic regression works

Multiple Linear Regression

This post is about multiple linear regression, gradient descent, and normal equation.

Univariate Linear Regression: Simple Linear Regression

This article provides a comprehensive explanation of simple linear regression. It covers topics such as linear functions and adjusting parameters of linear regression using gradient descent.