supervised learning

Naive Bayes

Mon, 18 May 2020 by Mrunal Jadhav,Pritish Jadhav / Probability and Statistics

Naive Bayes belongs to the family of probabilistic algorithms that take advantage of Probability Theory and Bayes Theorem to predict the class. Let's learn how it works!!

Binary Classification using Logistic Regression using numpy

Sun, 08 Jul 2018 by Pritish Jadhav, Mrunal Jadhav / Machine Learning

Logistic Regression is one the most basic algorithm on ML. With the likes of sklearn providing an off the shelf implementation of Linear Regression, it is very difficult to gain an insight on what really happens under the hood. This tutorial is aimed at implementing Logistic Regression from scratch in python using Numpy.