Gradient Descent is the most widely used optimization strategy in machine learning and deep learning. Whenever the question comes to train data models, gradient descent is joined with other algorithms and easy to implement and understand. There is a common understanding that whoever wants to work with machine learning must understand the concepts in detail.

This article will also try to curate the information available with us from different sources, as a result, you will learn the basics. This week, I have got a task in my MSc AI course on gradient descent.

You’ll Learn: The most common algorithm of machine learning

1. Introduction to Gradient Descent
2. What is Gradient Descent?
3. How does it work?
4. Types of Gradient Descent

Gradient Descent for Machine Learning - A Beginners Playbook (otechtalks.tv)