Essence of Calculus

A geometric, intuition-first walk through calculus, inspired by 3Blue1Brown's classic series. Each chapter builds the picture before the formula: what a derivative really measures, why the chain rule looks the way it does, and how integration undoes it all. Chapters 1 to 4 are the gradient-and-chain-rule core that backprop is built on. Every article links the original video.