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Academy course · $25/month

Quant/System Research Without Math Theater

  • 10 lessons
  • 3 modules
  • about 3 h 21 min
  • level: beginner
  • a quiz after every lesson

Part of Academy — $25/month (paid plans open to the founding list first).

What you'll learn

Most people who say they "do quant research" are actually doing something else: they hunt for a chart pattern that looks good in hindsight, then dress it up in math to feel legitimate. That is not research. That is decoration. This course strips the theater away and teaches the discipline underneath it — a falsifiable hypothesis, honest point-in-time data, robustness over a single lucky backtest, out-of-sample proof, per-regime evaluation, a reproducible record, and the nerve to retire an edge once it decays. You leave able to defend a system to a skeptical panel before the market becomes one.

Course outline

Lesson titles and estimated times. Lessons open inside the Academy. List as of 2026-10-02.

Module 1Learn — Foundations

  1. What Quant Research Is And Is Notquiz20 min
  2. Hypotheses And Research Questionsquiz20 min
  3. Data Hygiene And Bias Controlquiz21 min
  4. Feature Thinking Without Indicator Soupquiz20 min

Module 2Practice — Apply the read

  1. Robustness And Sensitivityquiz20 min
  2. Walk-Forward And Out-Of-Sample Testingquiz20 min
  3. Regime-Aware System Evaluationquiz20 min
  4. Experiment Logs And Reproducibilityquiz20 min

Module 3Prove — Defend the decision

  1. System Retirement And Decayquiz20 min
  2. Final Research Defensequiz20 min

Part of the Academy

Part of Academy — $25/month (paid plans open to the founding list first). The Academy is every course in the catalog, not just this one. Academy and Pro are separate plans. Take one or both.

Not sure yet? The first course, How To Learn Markets, is free with a free account. Already a member? Log in to open the lessons.

Education only. Not financial advice; not a broker. Trading is risky. All sales are final; there are no refunds.