tech4nt AI-Based Trading System

tech4nt - AI-Based Trading SystemA hands-on introduction to AI for the technically curious. Can you begin to understand artificial intelligence by building something that uses it?This book explores that question through a practical project: developing an AI-based trading system, step by step.Starting with the development environment and Python, the book takes you through the process of working with market data, engineering features, creating labels, preparing training datasets and training deep-learning models. It then brings these elements together in a trading application that connects model predictions with decision rules and trade execution.The book offers a glimpse of how AI works in a real application-and how its different components fit together. You do not need to be an AI specialist to begin exploring the subject.The trading application provides the setting, but the learning extends beyond trading. By running programs, examining results, investigating errors and experimenting with different approaches, readers can develop a more concrete understanding of AI and the process of building an application around it.The book is an invitation to learn by doing: to move beyond AI as an abstract concept and explore it through a working project.You do not have to know everything before you begin. Start by building something that uses AI.Note: This book is intended for educational purposes. It does not promise profitable trading or provide investment advice.