Ebook details

Algorithmic Trading for Beginners. Your Step-by-Step Path to Automated Investing

Algorithmic Trading for Beginners. Your Step-by-Step Path to Automated Investing

The Lazy Programmer

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EBOOK
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Algorithmic trading no longer belongs only to hedge funds and professionals. With the right approach, anyone can learn to trade systematically using data, logic, and automation. Algorithmic Trading for Beginners provides a clear, practical introduction to building automated trading strategies from the ground up. Designed for readers with little or no background in finance or programming, the book focuses on understanding core principles rather than memorizing code or formulas. You’ll learn how financial markets work, how to work with market data, and how to turn ideas into strategies.
The book walks you step by step through strategy design, indicator construction, and proper backtesting - highlighting common mistakes like overfitting. Unlike many books that stop at theory, this guide shows you how to think about execution, transaction costs, and risk management, and how to safely transition from backtests to live trading.You’ll also gain a grounded introduction to machine learning in trading, with an emphasis on realistic expectations, robustness, and building systems you can understand and trust.
By the end of the book, you’ll have the knowledge and confidence to design, test, and automate your own trading strategies, laying the foundation for disciplined, systematic trading in real markets.
  • 1. What Is Algorithmic Trading? 
  • 2. Market Data Essentials 
  • 3. Programming Basics for Trading 
  • 4. Categories of Trading Strategies 
  • 5. Building Indicators and Signals 
  • 6. Backtesting Essentials 
  • 7. Execution Mechanics 
  • 8. Portfolio Management Basics 
  • 9. Deploying a Live Trading Bot 
  • 10. Machine Learning Basics for Trading
  • 11. Improving Strategy Robustness 
  • Title:Algorithmic Trading for Beginners. Your Step-by-Step Path to Automated Investing
  • Author:The Lazy Programmer
  • Original title:Algorithmic Trading for Beginners. Your Step-by-Step Path to Automated Investing
  • ISBN:9781807305680, 9781807305680
  • Date of issue:2026-11-27
  • Format:Ebook - EPUB
  • Item ID: e_4y6v
  • Publisher: Packt Publishing
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