Network Data Analytics: A Hands-On Approach for Application Development (Computer Communications and Networks)
Language: English
Published by Springer, 2018
- Softcover
- New
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- Title
- Network Data Analytics: A Hands-On Approach for Application Development (Computer Communications and Networks)
- Author
- Srinivasa, K. G.; G. M., Siddesh; H., Srinidhi
- Publisher
- Springer
- Publication year
- 2018
- Condition
- New
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 3030085449
- ISBN 13
- 9783030085445
In order to carry out data analytics, we need powerful and flexible computing software. However the software available for data analytics is often proprietary and can be expensive. This book reviews Apache tools, which are open source and easy to use. After providing an overview of the background of data analytics, covering the different types of analysis and the basics of using Hadoop as a tool, it focuses on different Hadoop ecosystem tools, like Apache Flume, Apache Spark, Apache Storm, Apache Hive, R, and Python, which can be used for different types of analysis. It then examines the different machine learning techniques that are useful for data analytics, and how to visualize data with different graphs and charts.
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About the Author
Dr. Krishnarajanagar GopalaIyengar Srinivasa is an associate professor and the head of the Department of IT at C.B.P. Government Engineering College, Jaffarpur, New Delhi, India. His other publications include the Springer book Guide to High Performance Distributed Computing.
Dr. Gaddadevara Matt Siddesh is an associate professor at the Department of Information Science and Engineering at Ramaiah Institute of Technology, Bangalore, India.
Srinidhi Hiriyannaiah is an assistant professor at the Department of Computer Science and Engineering at Ramaiah Institute of Technology, Bangalore, India.
"About the title" may belong to another edition of this title.
Majestic Books
Hounslow, United Kingdom
4-star seller
AbeBooks seller since January 19, 2007
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