Learning Roadmaps
Structured learning paths to guide your journey from beginner to advanced quantitative trader.
Beginner Quant Trading Strategies
Start your journey in quantitative trading by mastering Python, data analysis, and foundational statistics. Build your first systematic trading strategies with proper backtesting and risk controls.
Courses Included
- Python Fundamentals
- Pandas for Data Analysis
- Statistics Fundamentals
Key Skills
Intermediate Quant Trading Strategies
Deepen your quantitative toolkit with probability theory, calculus, and optimization. Implement momentum, mean reversion, and factor-based strategies with robust validation frameworks.
Courses Included
- Statistical Edges
- Probability for Trading
- Calculus for Quants
- Basic Quant Strategies
Key Skills
Advanced Quant Trading Strategies
Master machine learning for trading, adapt strategies across timeframes, and understand market microstructure. Build production-ready systems with proper execution and risk management.
Courses Included
- Machine Learning
- ML Strategies
- Frequency Scaling
- Market Microstructure
Key Skills
Not sure where to start?
If you're new to quantitative trading, we recommend starting with the Beginner Quant Trading Strategies roadmap. It will give you a solid foundation in programming, data analysis, and statistical thinking before moving on to more advanced topics.