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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

Understanding the trading system

A trading system will help you to automate your trading strategy. When you choose to build this kind of software, you need to take the following into consideration:

  • Asset class: When you code, knowing which asset class will be used in your trading system will modify the data structure of this software. Each asset class is idiosyncratic and has its own set of features. US stocks are mainly traded on two exchanges (NY Stock Exchange and NASDAQ). There are about 6,000 companies (symbols) listed on these two exchanges. Unlike equities, Foreign Exchange (FX) has six major currency pairs, six minor currency pairs, and six more exotic currency pairs. We can add more currency pairs, but there will not be more than 100 currency pairs. However, there will be hundreds of market players (banks, brokers).
  • Trading strategy type (high frequency, long-term position...
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