# Linear regression

From basic concepts to not so basic concepts

Linear regression is the first step to understanding machine learning. We start our exploration into linear regression by considering simplest possible situation — linear functions.

## A linear function

New York University (NYU), like most schools, charges its part-time students by credit-hour. Suppose we have three part-time…