Please wait...

Pro Hadoop Data Analytics

Pro Hadoop Data Analytics


  • Author: Kerry Koitzsch
  • ISBN: 1484219090
  • Year: 2017
  • Pages: 292
  • Language: English
  • File size: 22.6 MB
  • File format: PDF
  • Category: Big Data

Book Description:

Learn advanced analytical techniques and leverage existing toolkits to make your analytic applications more powerful, precise, and efficient. This book provides the right combination of architecture, design, and implementation information to create analytical systems which go beyond the basics of classification, clustering, and recommendation.

In Pro Hadoop Data Analytics best practices are emphasized to ensure coherent, efficient development. A complete example system will be developed using standard third-party components which will consist of the toolkits, libraries, visualization and reporting code, as well as support glue to provide a working and extensible end-to-end system.

The book emphasizes four important topics:

    • The importance of end-to-end, flexible, configurable, high-performance data pipeline systems with analytical components as well as appropriate visualization results.

Best practices and structured design principles. This will include strategic topics as well as the how to example portions.

    • The importance of mix-and-match or hybrid systems, using different analytical components in one application to accomplish application goals. The hybrid approach will be prominent in the examples.

Use of existing third-party libraries is key to effective development. Deep dive examples of the functionality of some of these toolkits will be showcased as you develop the example system.

What You’ll Learn

    • The what, why, and how of building big data analytic systems with the Hadoop ecosystem
    • Libraries, toolkits, and algorithms to make development easier and more effective
    • Best practices to use when building analytic systems with Hadoop, and metrics to measure performance and efficiency of components and systems
    • How to connect to standard relational databases, noSQL data sources, and more

Useful case studies and example components which assist you in creating your own systems

Who This Book Is For
Software engineers, architects, and data scientists with an interest in the design and implementation of big data analytical systems using Hadoop, the Hadoop ecosystem, and other associated technologies.

Download

Pro Hadoop Data Analytics.pdf

Automatically open website of the sponsor when clicking download

Related eBooks
Processing Big Data with Azure HDInsight
ISBN: 1484228685
Author: Vinit Yadav
Category: Big Data
Tabular Modeling with SQL Server 2016 Analysis Services Cookbook
ISBN: 1786468611
Author: Derek Wilson
Category: Big Data
Handbook of Big Data Technologies
ISBN: 3319493396
Author: Albert Y. Zomaya, Sherif Sakr
Category: Big Data
SQL on Big Data
ISBN: 1484222466
Author: SUMIT PAL
Category: Big Data
People Analytics in the Era of Big Data
ISBN: 1119050782
Author: Jean Paul Isson, Jesse S. Harriott
Category: Big Data
Big Data
ISBN: 1118965833
Author: Bernard Marr
Category: Big Data
Making Big Data Work for Your Business
ISBN: 1783000988
Author: Sudhi Sinha
Category: Big Data
Cloud Networking for Big Data
ISBN: 3319247182
Author: Deze Zeng, Lin Gu, Song Guo
Category: Cloud Computing Big Data