Machine Learning, Linear Regression, Gradient Descent, Python, Stochastic Gradient.
Profit. To simplify this problem, I am using Profit as dependent variable, R&D Spend as independent variable, and conduct a simple linear regression: y = a + b*x. A quick check on linearity between profit vs R&D Spend: Scatter plot between R&D Spend and pro Linear regression The model between