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

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

  • 出版商: Springer
  • 出版日期: 2018-06-06
  • 售價: $3,940
  • 貴賓價: 9.5$3,743
  • 語言: 英文
  • 頁數: 398
  • 裝訂: Hardcover
  • ISBN: 3319777998
  • ISBN-13: 9783319777993
  • 相關分類: 資料科學

下單後立即進貨 (約3~6週)

商品描述

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.