SGD_Linear_Scratch

This Repository is a python code from scratch implemeneted as per Andrew Ng Machine Learning Course. It walks through writing linear regression, multiple linear regression, batch gradient descent and stochastic gradient descent. At last it compares the time between two types of gradient descent.

Dataset used : california_housing data from sklearn_datasets