Learn Algorithmic Trading : Build and Deploy Algorithmic Trading Systems and Strategies Using Python and Advanced Data Analysis / Sebastien Donadio and Sourav Ghosh
Learn algorithmic trading: build and deploy algorithmic trading systems and strategies using Python and advanced data analysis -- About Packt -- Contributors -- Table of Contents -- Preface -- Section 1: Introduction and Environment Setup -- 1: Algorithmic Trading Fundamentals -- Section 2: Trading Signal Generation and Strategies -- 2: Deciphering the Markets with Technical Analysis -- 3: Predicting the Markets with Basic Machine Learning -- Section 3: Algorithmic Trading Strategies -- 4: Classical Trading Strategies Driven by Human Intuition -- 5: Sophisticated Algorithmic Strategies -- 6: Managing the Risk of Algorithmic Strategies -- Section 4: Building a Trading System -- 7: Building a Trading System in Python -- 8: Connecting to Trading Exchanges -- 9: Creating a Backtester in Python -- Section 5: Challenges in Algorithmic Trading -- 10: Adapting to Market Participants and Conditions -- Other Books You May Enjoy -- Index
Summary
This book will provide knowledge and hands-on practical experience required to build a good understanding of how modern electronic trading markets and market participants operate. You will learn how to design, build and operate all the components required to build a practical and profitable algorithmic trading business using Python
