Learn
Nine tracks, ordered by dependencies. Start with Calculus if you're new.
Available tracks
Calculus
Limits to Taylor series: the full mechanical toolkit.
Prerequisites: None (entry point)
0 of 14 lessons
Linear Algebra
Vectors, transformations, eigenvalues, and orthogonality.
Prerequisites: Calculus lessons 1–3
0 of 11 lessons
Probability
From sample spaces to the Central Limit Theorem.
Prerequisites: Calculus lessons 1–6
0 of 14 lessons
Statistics & Regression
Inference, hypothesis testing, OLS, and MLE.
Prerequisites: Linear Algebra + Probability
0 of 9 lessons
Discrete Stochastic Processes
Markov chains, random walks, martingales, optimal stopping.
Prerequisites: Probability complete
0 of 10 lessons
Stochastic Calculus
Brownian motion, Ito's lemma, and SDEs.
Prerequisites: Probability + Calculus + Discrete Processes
0 of 11 lessons
Finance & Options
No-arbitrage pricing, Black-Scholes, and the Greeks.
Prerequisites: Stochastic Calculus + Probability
0 of 12 lessons
Algorithms & Programming
Complexity, data structures, DP, and Monte Carlo.
Prerequisites: None (entry point)
0 of 6 lessons
Brainteasers & Logic
Deduction, information theory, and Fermi estimation.
Prerequisites: None (entry point)
0 of 4 lessons