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Network Data Analytics

A Hands-On Approach for Application Development

Language EnglishEnglish
Book Hardback
Book Network Data Analytics K. G. Srinivasa
Libristo code: 18973415
Publishers Springer International Publishing AG, May 2018
In order to carry out data analytics, we need powerful and flexible computing software. However the... Full description
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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 analytics 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 analytic. 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.

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About the book

Full name Network Data Analytics
Author K. G. Srinivasa, Siddesh G. M., Srinidhi H.
Language English
Binding Book - Hardback
Date of issue 2018
Number of pages 398
EAN 9783319777993
ISBN 3319777998
Libristo code 18973415
Publishers Springer International Publishing AG
Weight 8336
Dimensions 155 x 235 x 26

Categories

Mathematics & Science > Mathematics > Combinatorics & graph theory
Computing & Information Technology > Databases > Data mining
Computing & Information Technology > Computer science > Artificial intelligence
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