Using Python to Demystify Linear Regression

Recently, my colleague at the published a compelling post about some challenges in machine learning education. You can read it for yourself here, but I’d like to build upon what he posted; it’s bothered me for a long time that the math behind common machine learning algorithms like regression are clouded in confusing mathematical notation….