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Learn Algorithmic Trading

You're reading from   Learn Algorithmic Trading Build and deploy algorithmic trading systems and strategies using Python and advanced data analysis

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Product type Paperback
Published in Nov 2019
Publisher Packt
ISBN-13 9781789348347
Length 394 pages
Edition 1st Edition
Languages
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Authors (2):
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Sebastien Donadio Sebastien Donadio
Author Profile Icon Sebastien Donadio
Sebastien Donadio
Sourav Ghosh Sourav Ghosh
Author Profile Icon Sourav Ghosh
Sourav Ghosh
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Toc

Table of Contents (17) Chapters Close

Preface 1. Section 1: Introduction and Environment Setup FREE CHAPTER
2. Algorithmic Trading Fundamentals 3. Section 2: Trading Signal Generation and Strategies
4. Deciphering the Markets with Technical Analysis 5. Predicting the Markets with Basic Machine Learning 6. Section 3: Algorithmic Trading Strategies
7. Classical Trading Strategies Driven by Human Intuition 8. Sophisticated Algorithmic Strategies 9. Managing the Risk of Algorithmic Strategies 10. Section 4: Building a Trading System
11. Building a Trading System in Python 12. Connecting to Trading Exchanges 13. Creating a Backtester in Python 14. Section 5: Challenges in Algorithmic Trading
15. Adapting to Market Participants and Conditions 16. Other Books You May Enjoy

Summary

This chapter explored what happens when algorithmic trading system and algorithmic trading strategies are deployed to live markets after months, and often years, of development and research. Many common issues with live trading strategies, such as not behaving or performing according to expectations, were discussed and we provided common causes and possible solutions or approaches to remedy these. This should help to prepare anyone looking to build and deploy algorithmic trading strategies to live markets, and equip them with the knowledge to improve trading strategy components when things don't go as expected.

Once the initial trading strategies are deployed and running in live markets as per expectations, we discussed the evolving nature of the algorithmic trading business and global markets in general. We covered a lot of different factors that cause profitable...

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