I Built An End-To-End Quant Hedge Fund In Python: The Behind-the-Scenes (It’s Wild) [Part #1]
Автор: Quant Science
Загружено: 2025-12-15
Просмотров: 27678
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I introduce the concept of building a Python-powered quant hedge fund, sharing insights from my two and a half years of experience in this field. I cover the high-level architecture of our algorithmic trading system, including the data layer, research layer, portfolio management, and execution processes. I invite you to follow along as we develop our own mini quant hedge fund and participate in our bi-weekly live demos where we dive deeper into our strategies. Your feedback is crucial, so please let me know which aspects of the hedge fund you’re most interested in exploring further. Make sure to subscribe to stay updated on our journey and upcoming content!
TABLE OF CONTENTS
00:00 Building A Quant Hedge Fund in Python
01:58 Why I'm Doing This
02:43 What is a Quant Hedge Fund?
04:00 Systematic Investment Process
05:10 System Architecture: 10,000 Foot View
08:30 Building Your Own Hedge Fund
10:44 Live Demo: Full Algorithmic Trading System
11:30 Hedge Fund Dashboard
14:07 Experiments and Research Backtest System
16:08 Automation Layer and System
17:30 Data Layer: QSConnect Database of Price and Fundamentals
18:45 Recap
20:16 Next Steps
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