Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems

by Aurélien Géron

To perform Linear Regression using SGD with Scikit-Learn, you can use the SGDRegressor class, which defaults to optimizing the squared error cost function.