Artificial intelligence is transforming stock markets, but most guides either oversell the dream or drown you in jargon. This handbook cuts through the noise. Whether you're a complete beginner or a curious investor, you'll learn how AI trading systems actually work—from simple rule-based bots to machine learning models that analyze news and price patterns. Unlike get-rich-quick promises, this book emphasizes realism: the tools, the risks, and the discipline required to use AI responsibly. You'll discover how to build and test your own strategies, understand common pitfalls like overfitting and market regime changes, and decide whether automated trading fits your goals. Packed with practical examples, risk check boxes, and no-nonsense warnings about losses and scams, this guide equips you to start with your eyes wide open. Part of The AI Trading Library.