Curriculum
Lessons
Structured material with formulas, executable snippets, and checkpoint quizzes.
Modules
Module 1 — FoundationsModule 2 — Python for QuantsModule 3 — Statistics for MarketsModule 4 — Portfolio ConstructionModule 5 — Strategy DesignModule 6 — Professional Quant TopicsMoving Averages and Smoothing
Compute SMA, EMA, and weighted MAs.
Momentum vs Mean Reversion
Recognise the timescales at which each regime tends to dominate.
Why Most Backtests Lie
Identify look-ahead, survivorship, and selection biases.