Routes
Learning routes
Curated paths through the map. Tick off topics as you go; progress is saved in this browser only.
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Recover university calculus
The classic first-year sequence, from functions to several variables, for anyone who wants the foundations back.
∇Mathematics for AI
The shortest honest path from derivatives to deep learning: gradients, optimization, likelihood and backpropagation.
3DComputer graphics
From derivatives to rendering: vectors, normals, surfaces, lighting and the integral that gives each pixel its colour.
ẏSimulation
How a computer predicts motion: differential equations, numerical integrators, stability and chaos.
⚛Computational physics
Fields and waves: vector calculus, Fourier analysis and partial differential equations, up to fluids.