Case-study-Simple-Linear-Regression

Building our own code from scratch

Objective

• Building our own simple Linear regression class from scratch

• Mathematical Understanding of cost function

• Implementation of Batch Gradient Descent Optimization Algorithm

Reference

• Introduction to Machine Learning Algorithms: Linear Regression
• Ordinary least squares
• Gradient Descent Implementation