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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
2. Algorithmic Trading Fundamentals FREE CHAPTER 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

Adapting to Market Participants and Conditions

So far, we've gone over all the concepts and ideas involved in algorithmic trading. We went from introducing the different components and players of an algorithmic trading ecosystem to going over practical examples of trading signals, adding predictive analytics into algorithmic trading strategies, and actually building several commonly used basic, as well as sophisticated, trading strategies. We also developed ideas and a system to control risk and manage it over the evolution of a trading strategy. And finally, we went over the infrastructure components required to run these trading strategies as well as the simulator/backtesting research environment required to analyze trading strategy behavior. At this point in the book, you should be able to successfully develop a deep understanding of all the components and sophistication...

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