Stochastic Gradient Descent: A Detailed Guide

Stochastic gradient descent (SGD) is a powerful optimization algorithm that is used in many machine-learning applications. Previously, we covered Gradient Descent . In this blog, we will discuss the basics of SGD, how it works, and its advantages and...