Computer Communications and Networks

Network Data Analytics

A Hands-On Approach for Application Development

Authors: Srinivasa, K.G., G M, Siddesh, H., Srinidhi

  • Introduces tools for data analytics, machine learning for data analytics, and for exploring and visualizing data
  • Suitable as both a practical guide and a reference for researchers and students
  • Provides supplementary material, in the form of working source code, on an associated website 
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eBook $99.00
price for USA in USD (gross)
  • ISBN 978-3-319-77800-6
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $129.00
price for USA in USD
  • ISBN 978-3-319-77799-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

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. Presenting data analytics from a practice-oriented viewpoint, the book discusses useful tools and approaches for data analytics, supported by concrete code examples. The book is a valuable reference resource for graduate students and professionals in related fields, and is also of interest to general readers with an understanding of data analytics.

About the authors

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.

Reviews

https://github.com/srinidhi151/Book

Table of contents (19 chapters)

  • Introduction to Data Analytics

    Srinivasa, K. G. (et al.)

    Pages 3-28

  • Hadoop

    Srinivasa, K. G. (et al.)

    Pages 29-53

  • Apache Hive

    Srinivasa, K. G. (et al.)

    Pages 55-72

  • Apache Spark

    Srinivasa, K. G. (et al.)

    Pages 73-83

  • Pig

    Srinivasa, K. G. (et al.)

    Pages 85-94

Buy this book

eBook $99.00
price for USA in USD (gross)
  • ISBN 978-3-319-77800-6
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $129.00
price for USA in USD
  • ISBN 978-3-319-77799-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Network Data Analytics
Book Subtitle
A Hands-On Approach for Application Development
Authors
Series Title
Computer Communications and Networks
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-77800-6
DOI
10.1007/978-3-319-77800-6
Hardcover ISBN
978-3-319-77799-3
Series ISSN
1617-7975
Edition Number
1
Number of Pages
XXV, 398
Number of Illustrations and Tables
38 b/w illustrations, 117 illustrations in colour
Topics