From Theory to Code in Machine Learning (Part 2): Maximum Likelihood Estimation for Classification

Implementing Logistic Regression from Scratch in Python

Photo by Eva Gorobets on Unsplash

The previous article discussed what is Maximum Likelihood Estimation (MLE) and how to use MLE for Linear Regression. This article will give an in-depth description of how to use MLE for classification tasks…