Quantitativo – From Idea to Execution Build and Trade Quantitative Systems with Python

Sep 11, 2025

Course Overview

Quantitativo – From Idea to Execution Build and Trade Quantitative Systems with Python

Validate your edge, build robust backtests, forward test and live trade with software you fully own and control

I’ve been trading systematically since completing my Master’s in Computer Science at Georgia Tech.

In 2024, I launched quantitativo.com to share and exchange ideas in quantitative trading. Since then, I’ve started managing client accounts, trading systems I’ve developed over the years.

Since launching the site, I’ve received hundreds of messages asking me to share my codebase, frameworks, and processes.

This course is my response to that demand—from the 4,000+ readers of the newsletter and growing.

It’s built for the readers who asked for it—especially those who already have basic coding skills and want more flexibility to turn their ideas into executable code—for those who know they could learn it all themselves, but want to accelerate the process and save time.

What You’ll Learn In From Idea to Execution Build and Trade Quantitative Systems with Python

  • Introduction
  • A Mean Reversion Idea
  • Testing for an Edge
  • Designing a Multi-Asset Daily Backtester
  • Implementing the Backtester (1/2)
  • Implementing the Backtester (2/2)
  • Metrics and Plots
  • Testing Our Engine
  • Diversification and Risk (1/2)
  • Diversification and Risk (2/2)
  • A Market Neutral Strategy
  • An Intraday Momentum Strategy
  • IBKR Live Trading (1/2)
  • IBKR Live Trading (2/2)
  • Final Thoughts

More courses from the same author: Quantitativo

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Regular Price:990$
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Course Content

Quantitativo – From Idea to Execution Build and Trade Quantitative Systems with Python

  • 0. Proof
    00:00
  • 1. Introduction
    00:00
  • 1. Note
  • 2. A Mean Reversion Idea
    00:00
  • 2. Note
  • 3. Note
  • 3. Testing for an Edge
    00:00
  • 4. Designing a multi-asset daily backtester
    00:00
  • 4. Note
  • 5. Implementing the backtester
    00:00
  • 5. Note
  • 6. Implementing the backtester
    00:00
  • 6. Note
  • 7. Metrics and Plots
    00:00
  • 7. Note
  • 8. Note
  • 8. Testing our Engine
    00:00
  • 9. Diversification and Risk
    00:00
  • 9. Note
  • 10. Diversification and Risk
    00:00
  • 10. Note
  • 11. A Market Neutral Strategy
    00:00
  • 11. Note
  • 12. An Intraday Momentum Strategy
    00:00
  • 12. Note
  • 13. IBKR live trading
    00:00
  • 13. Note
  • 14. IBKR live trading
    00:00
  • 14. Note
  • 15. Final thoughts
    00:00
  • 16. Appendix
    00:00
  • 16. quantitativo

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