Gradient Descent

Gradient Descent — An Explanation

Gradient Descent is one of the most widely used optimization algorithms out there. Ease of…

Optimizers — Momentum and Nesterov momentum algorithms (Part 2)

Linear Regression with one variable

In Supervised Learning, we are given a dataset that has features and the outcome set. Regression…

Solving Optimization Problems in Machine Learning

Using Gradient Descent & Stochastic Gradient Descent…

Multiple Linear Regression from Scratch using Python

Stop just using Machine Learning and learn how to build it. Linear Regression and Gradient Descent

Deep Learning — A brief Introduction

Deep Learning also called as Neural Networks is a subset of Machine Learning that imitates the…

Linear Regression

Table of Content

1. Introduction to Linear Regression
2. Ordinary Least Square…

Learning Optimization(SGD) Through Examples

Introduction

Logistic Regression (Mathematics and Intuition behind Logistic Regression)