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Big Data Architect???s Handbook

You're reading from   Big Data Architect???s Handbook A guide to building proficiency in tools and systems used by leading big data experts

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Product type Paperback
Published in Jun 2018
Publisher Packt
ISBN-13 9781788835824
Length 486 pages
Edition 1st Edition
Languages
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Concepts
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Author (1):
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Syed Muhammad Fahad Akhtar Syed Muhammad Fahad Akhtar
Author Profile Icon Syed Muhammad Fahad Akhtar
Syed Muhammad Fahad Akhtar
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Toc

Table of Contents (21) Chapters Close

Preface 1. Why Big Data? FREE CHAPTER 2. Big Data Environment Setup 3. Hadoop Ecosystem 4. NoSQL Database 5. Off-the-Shelf Commercial Tools 6. Containerization 7. Network Infrastructure 8. Cloud Infrastructure 9. Security and Monitoring 10. Frontend Architecture 11. Backend Architecture 12. Machine Learning 13. Artificial Intelligence 14. Elasticsearch 15. Structured Data 16. Unstructured Data 17. Data Visualization 18. Financial Trading System 19. Retail Recommendation System 20. Other Books You May Enjoy

Summary

In this chapter, we learned about algorithmic trading and its key benefits. We also learned how big data is influencing the financial market and what are its offering in making it more robust. Then we learned about some of the strategies, such as trend following or the moving-average strategy, arbitrage opportunities, the mean-reversion strategy, the volume-weighted average price, the time-weighted average price, and the percentage of volume strategy, that we can apply to create our own algorithm and strategy to automate trade.

We then jumped into the practical stuff to create our own trade bot, which will be using the mean average strategy to perform trade in the actual market with any third-person involvement. We started by first signing up for a demo trader account. We then downloaded and set up the trading station environment to start writing the code. Then we went...

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