Linear Regression Is Actually a Projection Problem (Part 2: From Projections to Predictions)

This article explores linear regression through the lens of vector projections, demonstrating how least squares regression can be understood as a geometric projection problem.

The piece explains how this vector-based perspective provides intuition for how regression makes predictions by projecting data onto a lower-dimensional space.