Network Data Analytics

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.

Network Data Analytics

Network Data Analytics

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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Network Data Analytics
Language: en
Pages: 398
Authors: K. G. Srinivasa, Siddesh G. M., Srinidhi H.
Categories: Computers
Type: BOOK - Published: 2018-04-26 - Publisher: Springer

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
Social Network Data Analytics
Language: en
Pages: 502
Authors: Charu C. Aggarwal
Categories: Computers
Type: BOOK - Published: 2011-03-18 - Publisher: Springer Science & Business Media

Social network analysis applications have experienced tremendous advances within the last few years due in part to increasing trends towards users interacting with each other on the internet. Social networks are organized as graphs, and the data on social networks takes on the form of massive streams, which are mined
Web and Network Data Science
Language: en
Pages: 384
Authors: Thomas W. Miller
Categories: Computers
Type: BOOK - Published: 2014-12-19 - Publisher: FT Press

Master modern web and network data modeling: both theory and applications. In Web and Network Data Science, a top faculty member of Northwestern University’s prestigious analytics program presents the first fully-integrated treatment of both the business and academic elements of web and network modeling for predictive analytics. Some books in
Data Analytics for IT Networks
Language: en
Pages:
Authors: John Garrett
Categories: Data mining
Type: BOOK - Published: 2018 - Publisher:

Use data analytics to drive innovation and value throughout your network infrastructure Network and IT professionals capture immense amounts of data from their networks. Buried in this data are multiple opportunities to solve and avoid problems, strengthen security, and improve network performance. To achieve these goals, IT networking experts need
Exam Prep for: Web and Network Data Science Modeling ...
Language: en
Pages:
Authors: John Garrett
Categories: Data mining
Type: - Published: - Publisher:

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