A4.3.1 Linear regression
Linear regression is the first predictive model in the machine learning section, and it is the one worth understanding thoroughly, because the ideas behind it carry over to almost everything that follows. It takes data you already have and fits a straight line through it, so that once the line is set you can read a prediction straight off it. This page explains how the line describes the relationship between two...