Machine Learning, Optimization, Random Walk, Data Science, Gradient Descent.
So you’ve run some regression model and sklearn (etc) has spat out an intercept along with a number of gradients for each of your variables. But what do these all mean and how did the program decide to give you the numbers that it did? The first thing to recognise is that these numbers represent