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Learning R Programming

You're reading from  Learning R Programming

Product type Book
Published in Oct 2016
Publisher Packt
ISBN-13 9781785889776
Pages 582 pages
Edition 1st Edition
Languages
Author (1):
Kun Ren Kun Ren
Profile icon Kun Ren

Table of Contents (21) Chapters

Learning R Programming
Credits
About the Author
About the Reviewer
www.PacktPub.com
Preface
1. Quick Start 2. Basic Objects 3. Managing Your Workspace 4. Basic Expressions 5. Working with Basic Objects 6. Working with Strings 7. Working with Data 8. Inside R 9. Metaprogramming 10. Object-Oriented Programming 11. Working with Databases 12. Data Manipulation 13. High-Performance Computing 14. Web Scraping 15. Boosting Productivity

Working with NoSQL databases


In the previous section of this chapter, you learned the basics of relational databases and how to use SQL to query data. Relational data is mostly organized in a tabular form, that is, as a collection of tables with relations.

However, when the volume of data exceeds the capacity of a server, problems occur because the traditional model of relational databases does not easily support horizontal scalability, that is, storing data in a cluster of servers instead of a single one. This adds a new layer of complexibility of database management as the data is stored in a distributed form while still accessible as one logical database. 

In recent years, NoSQL, or non-relational databases, have become much more popular than before due to the introduction of new database models and the remarkable performance they exhibit in big data analytics and real-time applications. Some non-relational databases are designed for high availability, scalability, and flexibility, and...

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