A rigorous foundation for orders, liquidity, spreads, dealers, execution and market microstructure.
Professional data-driven market analysis, risk management and trading-system design
A layered curriculum spanning market architecture, statistics, macroeconomics, price structure, capital flows, derivatives, risk management, system design, backtesting, decision psychology and professional execution—with staged exercises and no profit promises.
6 chapters18 lessons
Market architecture and trade execution
•How financial markets actually workFree •Market microstructure: spread, order book and price discoveryRegistration required •From market to limit: designing execution and controlling slippageRegistration requiredQuantitative foundations, probability and risk
•Returns, probability and distributions: the quantitative language of decisionsRegistration required •Risk before return: position sizing, drawdown and survivalFree •Volatility and market regimes: from ATR to implied volatilityRegistration requiredMacroeconomics, rates and shock transmission
•Interest rates and inflation: core drivers of asset pricingFree •Reading the economic calendar: surprise, revisions and pre-event scenariosRegistration required •Yield curves and cross-asset analysis: from front-end rates to gold and equitiesRegistration requiredPrice structure, trends and capital flows
•Market structure and multiple timeframes: reading trends without storytellingRegistration required •Trend, momentum and mean reversion: three distinct market behaviorsRegistration required •Capital flows, volume and liquidity: tracking money without storytellingRegistration required •Derivatives, leverage and positioning: when the paper market mattersRegistration requiredSystem design, backtesting and execution quality
•From idea to system: hypotheses, rules and measurable edgeRegistration required •Professional backtesting: avoiding look-ahead, leakage and overfittingRegistration required •Execution cost and strategy capacity: from spread to market impactRegistration requiredTrader behavior and professional lab
•Behavioral biases: how the trader's mind distorts statisticsRegistration required •Final lab: from raw data to scenario, risk, execution and post-trade reviewRegistration requiredRecommended library
Books for deeper study
These books complement the curriculum. You do not need to read all of them at once; select the ones that match your current chapter.
An academic treatment of price formation, asymmetric information and liquidity.
For returns, probability, statistics, regression and quantitative investment reasoning.
For expected returns, risk premia, macro drivers and cross-asset thinking.
For interest rates, central banking, credit, inflation and monetary transmission.
For yield curves, forwards, duration and interest-rate market mechanics.
A classic charting reference for trends, support/resistance and intermarket analysis; best used critically and testably.
For turning technical claims into testable hypotheses and reducing hindsight bias.
For derivatives, hedging, volatility, pricing and leveraged-instrument risk.
For system design, position sizing, diversification and disciplined implementation.
For financial data, validation, leakage, overfitting and advanced research design.
For cognitive errors, decisions under uncertainty and the role of intuition in judgment.