What You'll Learn

In this course, you will learn how quants use mathematics, statistics, and machine learning to analyze financial markets and build systematic trading strategies. We will cover probability models, time series analysis, portfolio theory, and risk management, as well as feature engineering, model validation, and backtesting. You will also gain hands-on experience with Python, applying these methods to real market data to design and evaluate your own quantitative strategies.

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  • Python

    Learn to write code to analyze data, test hypotheses, generate signals, and place trades.

  • Finance

    Explore the structure of markets, asset pricing, derivatives, and portfolio construction through a quantitative lens.

  • Mathematics

    Apply probability, statistics, and stochastic calculus to understand and model market behavior.