Research & investment
Investigate an edge, develop a strategy, and construct the book.
Build understanding through notation, hand calculations, Python examples and checks of the assumptions.
Research & Backtest Design
Turn a hypothesis into a reproducible experiment, then try to disprove it.
4 lessons · data · inference · validation
Candles, Structures & Pattern Research
Read a chart precisely. Turn a visual observation into a causal rule, then test whether it adds an edge.
13 lessons · OHLCV · structures · indicators · pattern validation
Technical Analysis: Geometry, Structure & Evidence
Turn chart ideas into measurable rules. Separate what a chart shows from what a strategy can earn.
13 lessons · Fibonacci · breakouts · FVG · Heikin-Ashi · Renko · structure
Quant Strategy Development
Find an economic edge, measure the variables that drive it, and build a bot that can express it after costs.
9 lessons · edge discovery · features · trading systems
Portfolio Construction & Factors
Combine forecasts into a book whose risks you can explain and constrain.
4 lessons · allocation · factors · attribution
Rates, Credit & Macro
Connect discount curves, balance sheets, and cross-asset prices.
4 lessons · duration · carry · credit · currencies
FX & Commodities: Quotes, Carry, Curves & Hedges
Trace currency and physical-market cash flows before interpreting a price difference.
8 lessons · bid/ask units · forwards · FX carry · storage · futures margin · rolls · hedges