Machine Learning, Optimization, Random Walk, Data Science, Gradient Descent.
difference between what we’ve predicted and what actually happens. This is just one of many different formulations for the cost function, and there is a whole family of different cost functions that add in various penalty terms in order to control the size of coefficients. As the cost function is