(13) Optimization: Simple Linear Regression — OLS and Gradient Descent Methods

With working examples and code

In my previous articles about optimization, we have learned some basics of Calculus and Algebra, and seen some techniques to find the minimum of a function. This article will see optimization working for a common modeling technique, Linear Regression.