Structured preparation for quant trading and research interviews: probability, combinatorics, market making, fast numerics, statistics, and research mathematics.
Each chapter builds toward applied interview-style problems and a cumulative checkpoint.
Shared core
Probability, combinatorics, market making, Fermi estimation, and fast numerical reasoning.
Research add-on
Shared core plus statistics, linear algebra, optimization, and machine learning.
Separate path
Under construction.
The shared core for trading and research interviews.
Foundational coin-flip reasoning: waiting problems, Bayesian updates, urn transfers, and sequential betting games.
9 subchapters · 20h lectures
Dice foundations, fixed-roll distributions, waiting-time problems, coupon collectors, comparisons, and betting-game variants on discrete outcomes.
10 subchapters · 20h lectures
Deck structure, exact-match patterns, poker-style counting, expected counts, and betting-game reasoning on card spaces.
10 subchapters · 20h lectures
Geometry-probability on circles: random points, chords, arcs, coverage, and disk areas.
5 subchapters · 5h lectures
Grid combinatorics, path counting, barriers, parity, and lattice random walks.
5 subchapters · 5h lectures
Market making strategies, hedging games, an interactive simulation, and Fermi estimation techniques.
7 subchapters · 2h lectures
Additional mathematical and statistical depth for research-heavy roles.
Probability, inference, estimation, OLS, MLE, hypothesis testing, and MCMC simulation.
16 subchapters · 20h lectures
Vectors, matrices, projections, spectral analysis, SVD, OLS, and numerical methods for quant research.
14 subchapters · 20h lectures
Under construction.
Quant Development is under construction.
Get a fast read on your current readiness, then use the curriculum to close gaps.