Linear Regression Tutorial Using Gradient Descent for Machine Learning - Machine Learning Mastery

Stochastic Gradient Descent is an important and widely used algorithm in machine learning. In this post you will discover how to use Stochastic Gradient Descent to learn the coefficients for a simple linear regression model by minimizing the error on a training dataset. Linear Regression Tutorial Using Gradient Descent for Machine Learning Photo by Stig Nygaard, some rights reserved. Here is the raw data. The attribute x is the input variable and y is the output variable that we are trying to predict.