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Building Automated Quantitative Trading Systems
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Description
This book is your complete blueprint to becoming a modern quantitative trader.You'll learn step-by-step how to build, test, and deploy your own automated trading systems using Python, machine learning, and AI - the same technologies powering hedge funds and trading firms worldwide.Whether you're a retail trader, developer, or finance student, this book takes you from zero to professional-grade quant trading.
Inside, you'll learn how to:Understand quantitative and algorithmic trading fundamentals.Code trading strategies in Python using libraries like Pandas, NumPy, Backtrader, and scikit-learn.Apply machine learning and AI to predict trends and enhance strategies.Perform robust backtesting and avoid pitfalls like overfitting and data leakage.Automate your system with broker APIs (Alpaca, Binance, Interactive Brokers).Build risk-management frameworks that protect and grow your capital.Deploy, monitor, and scale your own fully automated trading bots.
Who this book is for:Traders who want to replace emotion with logic and automation.Developers exploring financial data science.Professionals preparing for quant, fintech, or AI-driven trading careers.Anyone who wants to understand how AI and automation are transforming markets.
By the end of this book, you'll have the tools and confidence to design, test, and run your own quantitative trading systems - powered by data, algorithms, and AI.Build. Backtest. Automate. Trade the future.
Product details
Binding:
Paperback
Edition:
1
Number of Pages:
462
Release Date:
2025-10-28
Publication Date:
2025-10-28
Publisher:
First Edition
Languages:
Original:
English
ISBN10:
9334453508
ISBN13:
9789334453508
Weight:
664 g
Height:
152 cm
Width:
229 cm
Thickness:
25 cm
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