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Quantitative Trading & Strategy Development

12 Modules · 75 Lessons

Recommended resources

Module 2

Backtesting Engines: Vectorized and Event-Driven

Module 3

Alpha Generation: Rule-Based Signals

Module 4

Baseline Strategies: Intraday Patterns

Module 5

Strategy Case Study: Statistical Arbitrage

Module 6

Machine Learning: Foundations for Trading

Module 7

Advanced Machine Learning Models and Validation

Module 8

Portfolio Construction and Position Sizing

Module 9

Advanced Risk Management and Regime Filtering

Module 10

From Backtest to Live: Production Pipelines

Module 11

Live Operations and Model Monitoring

Module 12

The Human Element: Trading Psychology