Gradients

Essence of Linear Algebra (11): Matrix Calculus and Optimization — The Engine Behind Machine Learning

Adjusting the shower temperature is a tiny version of training a neural network: you change a parameter based on an error signal. Matrix calculus is the language that scales this idea to millions of parameters, and …