data-science, linear-algebra, linear-regression, Machine Learning

The Geometric Interpretation Of Linear Regression

When we first learn linear regression, we think of it like this: we have data points scattered on a plane, we draw a line through them, and we adjust the line until the total squared error is as small as possible. We take a derivative, set it to zero, …