Basics of Gradient descent + Stochastic Gradient descent

We have explained the Basics of Gradient descent and Stochastic Gradient descent along with a simple implementation for SGD using Linear Regression.

Table of content:

Basics of Gradient descentGradient descent algorithm (batch gradient descent)Stochastic gradient descentStochastic Gradient descent vs Batch Gradient descentImplementation of Stochastic Gradient DescentBasics of Gradient descent

Gradient descent is an optimization function, that is used in Machine/Deep Learning. The overall ...