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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

Algorithmic Trading Fundamentals

Algorithmic trading, or automated trading, works with a program that contains a set of instructions for trading purposes. Compared to a human trader, this trade can generate profits and losses at a higher speed. In this chapter, this will be your first time being exposed to trading automation. We will walk you through the different steps to implement your first trading robot. You will learn the trading world and the technical trading components behind it. We will also go into detail about the tools that you will use and, by the end of this chapter, you will be capable of coding your first native trading strategy in Python. We will cover the following topics in this chapter:

  • Why are we trading?
  • Introducing algorithm trading and automation
  • What the main trading components are
  • Setting up your first programming environment
  • Implementing your...
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