Grab a copy of The Elements of Statistical Learning (“the machine learning bible”) and you might be a little overwhelmed by the mathematics. For example, this equation (p.34), for a cubic smoothing spline, might send shivers down your spine if math isn’t your forte: In order to grasp that equation, nested firmly in the “Introductory” section of… Read More »Math You Don't Need to Know for Machine Learning