Machine Learning, Nonlinear Regression, Football Analytics, Python.
The plot suggests that our cost function is still convex, however if we were to use a third-order polynomial (Y=aX³+bX²+cX+d) instead and pin the X coefficient c and intercept d, a slightly different story appears. Second Order Nonlinear Regression Cost Function when Pinning X Coefficient c and