Network Data Analytics: A Hands-On Approach for Application Development (Computer Communications and Networks) - Hardcover

Srinivasa, K. G.; H., Srinidhi; G. M., Siddesh

 
9783319777993: Network Data Analytics: A Hands-On Approach for Application Development (Computer Communications and Networks)
Hardcover
ISBN 10: 3319777998 ISBN 13: 9783319777993
Verlag: Springer-Verlag GmbH, 2018

Inhaltsangabe

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.

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Über die Autorin bzw. den Autor

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.

Von der hinteren Coverseite

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.

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Verlag
Springer-Verlag GmbH
Erscheinungsdatum
2018
Sprache
Englisch
ISBN 10 
3319777998
ISBN 13 
9783319777993
Einband
Tapa dura
Auflage
1
Anzahl der Seiten
424
Kontakt zum Hersteller
ROXIO
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Hamburg
22391
Deutschland

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Vorgestellte Ausgabe

ISBN 10:  3030085449 ISBN 13:  9783030085445
Verlag: Springer, 2019
Softcover