Network Data Analytics

A Hands-On Approach for Application Development

Nonfiction, Computers, Database Management, General Computing
Cover of the book Network Data Analytics by K. G. Srinivasa, Siddesh G. M., Srinidhi H., Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: K. G. Srinivasa, Siddesh G. M., Srinidhi H. ISBN: 9783319778006
Publisher: Springer International Publishing Publication: April 26, 2018
Imprint: Springer Language: English
Author: K. G. Srinivasa, Siddesh G. M., Srinidhi H.
ISBN: 9783319778006
Publisher: Springer International Publishing
Publication: April 26, 2018
Imprint: Springer
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Springer International Publishing

Cover of the book Factors Governing Tin Whisker Growth by K. G. Srinivasa, Siddesh G. M., Srinidhi H.
Cover of the book Grand Challenges in Marine Biotechnology by K. G. Srinivasa, Siddesh G. M., Srinidhi H.
Cover of the book J.W.R. Whitehand and the Historico-geographical Approach to Urban Morphology by K. G. Srinivasa, Siddesh G. M., Srinidhi H.
Cover of the book Diagnostic and Interventional Ultrasound in Pediatrics and Pediatric Surgery by K. G. Srinivasa, Siddesh G. M., Srinidhi H.
Cover of the book Jerome S. Bruner beyond 100 by K. G. Srinivasa, Siddesh G. M., Srinidhi H.
Cover of the book A Mindfulness Intervention for Children with Autism Spectrum Disorders by K. G. Srinivasa, Siddesh G. M., Srinidhi H.
Cover of the book Sustainable Fashion by K. G. Srinivasa, Siddesh G. M., Srinidhi H.
Cover of the book Emotional Engineering (Vol. 3) by K. G. Srinivasa, Siddesh G. M., Srinidhi H.
Cover of the book Fundamentals of Structural Engineering by K. G. Srinivasa, Siddesh G. M., Srinidhi H.
Cover of the book An Ecological Theory of Free Expression by K. G. Srinivasa, Siddesh G. M., Srinidhi H.
Cover of the book Evolution of Karst in the Lower Part of Crna Reka River Basin by K. G. Srinivasa, Siddesh G. M., Srinidhi H.
Cover of the book Perceptions of Self, Power, & Gender Among Muslim Women by K. G. Srinivasa, Siddesh G. M., Srinidhi H.
Cover of the book Tennyson and Geology by K. G. Srinivasa, Siddesh G. M., Srinidhi H.
Cover of the book High-Energy-Density Physics by K. G. Srinivasa, Siddesh G. M., Srinidhi H.
Cover of the book The Portable Medical Mentor by K. G. Srinivasa, Siddesh G. M., Srinidhi H.
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy