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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

Evaluating what the value of time is

As we saw in the previous parts of this chapter, backtester accuracy is critical when we build a trading strategy. The two main components creating discrepancies between the paper trading of your trading strategy and the actual performance are as follows:

  • The market behavior that we face when the trading strategy goes live
  • The trading system that you use to trade

We saw that the market impact can be medicated by making assumptions regarding the manner in which the market will respond. This part is very challenging because it is just based on assumptions. As regards the second cause of discrepancies, the trading system itself, we can find an easy solution. We will be able to use the trading system as it is to be the backtester. We will get all the main trading components together and we will have them communicate between one another as if...

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