Learn Algorithmic Trading : Build and Deploy Algorithmic Trading Systems and Strategies Using Python and Advanced Data Analysis / Sebastien Donadio and Sourav Ghosh.
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 algorith...
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| Format: | eBook |
| Language: | English |
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Birmingham :
Packt Publishing, Limited,
2019.
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Table of Contents:
- 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.