Network Data Analytics

A Hands-On Approach for Application Development de

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Éditeur :

Springer


Collection :

Computer Communications and Networks

Paru le : 2018-04-26

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Description


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.

Pages
398 pages
Collection
Computer Communications and Networks
Parution
2018-04-26
Marque
Springer
EAN papier
9783319777993
EAN PDF
9783319778006

Informations sur l'ebook
Nombre pages copiables
3
Nombre pages imprimables
39
Taille du fichier
9134 Ko
Prix
105,49 €
EAN EPUB
9783319778006

Informations sur l'ebook
Nombre pages copiables
3
Nombre pages imprimables
39
Taille du fichier
5140 Ko
Prix
105,49 €