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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
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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 first learned about the NoSQL database and its advantages. We then went through a point by point comparison of NoSQL databases and RDBMS. We then discussed the CAP theorem and ACID properties of transactions and their relation to NoSQL database. We then discussed different data models that are commonly used in the NoSQL world.

In order to have some practical experience with NoSQL databases, in this chapter, we have gone through step-by-step tutorials of the popular frameworks Apache Cassandra, MongoDB, and Neo4j. We performed their step-by-step installation and basic configuration. We have also performed data manipulation, learning how to organize, store, and retrieve data from these database frameworks.

In the next chapter, we will explore the big data world over cloud. Along with that, we will also learn about one of the top commercially available...

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