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Python Quant Edge: Architecting, Backtesting, and Deploying High-Performance Automated Trading Systems
Paperback
Investing & FinanceProgramming
Publisher: Independently Published
Published: May 31 2026
Pages: 374
Weight: 0.99
Height: 0.93 Width: 6.00 Depth: 9.00
Language: English
In today's fast-moving financial markets, algorithmic trading has become essential for serious traders and quantitative developers. This practical guide teaches you how to build robust automated trading systems using Python - from initial concept to live deployment.
You'll learn how to:
- Design and code systematic trading strategies in Python
- Implement reliable backtesting frameworks to evaluate performance
- Optimize strategies using historical market data
- Manage risk, slippage, and execution in real-world conditions
- Deploy your systems to live trading environments with confidence
Written for intermediate Python developers and traders, this book focuses on clean, maintainable code and sound engineering practices. You'll explore essential libraries such as pandas, NumPy, backtrader, and Zipline, while learning professional techniques used by quant teams.
Whether you're transitioning from manual trading or looking to strengthen your algorithmic development skills, this guide provides the technical foundation you need to create, test, and operate automated trading systems.
Important Note: Trading involves substantial risk of loss. Past performance does not guarantee future results. This book is for educational purposes only and does not constitute financial advice.
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Schumacher, Vickie
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The New Money Strategy: The Modern Guide to Rational, Long-Term Investing
Van Der Kolk, Brandon
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No Loose Ends: The Smart & Slightly Morbid Guide to Estate Planning & End-Of-Life Tasks
Zuckerman, Adam
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The Currencies of Wellness: A Field Guide to the Unexpected Ways Brands Can Shape Everyday Well-Being
Nichols, Tricia
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Small Time Operator: How to Start Your Own Business, Keep Your Books, Pay Your Taxes, and Stay Out of Trouble
Kamoroff, Bernard B.
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Our Dollar, Your Problem: An Insider's View of Seven Turbulent Decades of Global Finance, and the Road Ahead
Rogoff, Kenneth
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The Million-Dollar Financial Services Practice: A Proven System for Becoming a Top Producer
Mullen Jr, David J.
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Payments Systems in the U.S.: A Guide for the Payments Professional
Benson, Carol Coye
Jones, Russ
Loftesness, Scott
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Investing 101: From Stocks and Bonds to Etfs and Ipos, an Essential Primer on Building a Profitable Portfolio
Cagan, Michele
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The Tax and Legal Playbook: Game-Changing Solutions to Your Small Business Questions
Kohler, Mark
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Trade Like a Stock Market Wizard: How to Achieve Superperformance in Stocks in Any Market
Minervini, Mark
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Masters of the Universe: Winning Strategies of America's Greatest Dealmakers
Kadlec, Daniel J.
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J.K. Lasser's Small Business Taxes 2027: Your Complete Guide to a Better Bottom Line
Weltman, Barbara
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The Most Important Thing Illuminated: Uncommon Sense for the Thoughtful Investor
Marks, Howard
Hardcover
The Millionaire Next Door: The Surprising Secrets of America's Wealthy
Danko, William D.
Stanley, Thomas J.
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Stop Making Stupid Investments: 7 Rules to Avoid the Hype and Build Real Wealth
Leiter, David
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Rich Family Smart Family: Raise Your Family's Financial IQ and Take Control of Your Future
Kiyosaki, Robert
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Easy Money: Cryptocurrency, Casino Capitalism, and the Golden Age of Fraud: The Basis for the Documentary Everyone Is Lying to You for Money
McKenzie, Ben
Silverman, Jacob
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El Dinero No Es El Problema, Tú Lo Eres - Money is Not the Problem Spanish
Heer, Dain
Douglas, Gary M.
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The Capital Order: How Economists Invented Austerity and Paved the Way to Fascism
Mattei, Clara E.
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Fooled by Randomness: The Hidden Role of Chance in Life and in the Markets
Taleb, Nassim Nicholas
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Financial Literacy for All: Disrupting Struggle, Advancing Financial Freedom, and Building a New American Middle Class
Bryant, John Hope
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The Mental Game of Trading: A System for Solving Problems with Greed, Fear, Anger, Confidence, and Discipline
Tendler, Jared
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Wired on Wall Street: The Rise and Fall of Tipper X, One of the Fbi's Most Prolific Informants
Hardin, Tom
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The Winner's Curse: Behavioral Economics Anomalies, Then and Now
Imas, Alex
Thaler, Richard H.
Hardcover
The Complete Turtletrader: How 23 Novice Investors Became Overnight Millionaires
Covel, Michael W.
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The Boring Business Revolution: Why the Next Generation of Millionaires Won't Build Businesses. They'll Buy Them.
Newerls, Ramel
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Sideways: Using the Power of Technical Analysis to Profit in Uncertain Times
Richards, Keith G.
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Mastering Private Equity: Transformation Via Venture Capital, Minority Investments and Buyouts
Prahl, Michael
Zeisberger, Claudia
White, Bowen
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J.K. Lasser's 1001 Deductions and Tax Breaks 2026: Your Complete Guide to Everything Deductible
Weltman, Barbara
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Finance Equations & Answers: A Quickstudy Laminated Reference Guide
Florida Institute of Finance
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SEVENTEEN TO MILLIONAIRE You're Seventeen. You're Canadian. You wanna be rich. Let's do this.
Price, Douglas
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Investment Valuation, University Edition: Tools and Techniques for Determining the Value of Any Asset
Damodaran, Aswath
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Hide Your Assets and Disappear: A Step-By-Step Guide to Vanishing Without a Trace
Pankau, Edmund
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The World for Sale: Money, Power, and the Traders Who Barter the Earth's Resources
Farchy, Jack
Blas, Javier
Hardcover
Why Does The Stock Market Go Up?: Everything You Should Have Been Taught About Investing In School, But Weren't
Feroldi, Brian
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The Book on Rental Property Investing: How to Create Wealth with Intelligent Buy and Hold Real Estate Investing
Turner, Brandon
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Money and Me: How to Make Your Finances Work Harder for You and Your Family
Clements, Jonathan
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Layered Money: From Gold and Dollars to Bitcoin and Central Bank Digital Currencies
Bhatia, Nik
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The Little Book of Valuation: How to Value a Company, Pick a Stock, and Profit
Damodaran, Aswath
Hardcover
You Can Be a Stock Market Genius: Uncover the Secret Hiding Places of Stock Market Profits
Greenblatt, Joel
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Elliott Wave - Fibonacci High Probability Trading: Master The Wave Principle and Market Timing With Proven Strategies
Sanders, Jarrod
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Como Gane $2,000,000 En La Bolsa / How I Made $2,000,000 in the Stock Market
Darvas, Nicolas
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