Matrix Inverse, Determinant & Linear Transformation — What Actually Happens Inside a Machine Learning Model When It "Learns"

A few months ago, I locked myself out of my own apartment. I stood outside, called a locksmith, and watched him work. He looked at the lock, cut a fresh key, turned it, and — click — the door opened.