Machine Learning, Linear Regression, Gradient Descent, Python, Stochastic Gradient.
profit and R&D Spend is a linear regression where y is profit, and x is R&D Spend. There are two parameters needed to be estimate - b0 and b1. The quality of this fit is measured by residual sum square, which is the sum of the squared error between true y and predict y. The goal is to find a fitted