Big Data Analytics with Hadoop 3

Explore big data concepts, platforms, analytics, and their applications using the power of Hadoop 3

Big Data Analytics with Hadoop 3

Sridhar Alla

Explore big data concepts, platforms, analytics, and their applications using the power of Hadoop 3
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Book Details

ISBN 139781788628846
Paperback482 pages

Book Description

Apache Hadoop is the most popular platform for big data processing, and can be combined with a host of other big data tools to build powerful analytics solutions. Big Data Analytics with Hadoop 3 shows you how to do just that, by providing insights into the software as well as its benefits with the help of practical examples.

Once you have taken a tour of Hadoop 3’s latest features, you will get an overview of HDFS, MapReduce, and YARN, and how they enable faster, more efficient big data processing. You will then move on to learning how to integrate Hadoop with the open source tools, such as Python and R, to analyze and visualize data and perform statistical computing on big data. As you get acquainted with all this, you will explore how to use Hadoop 3 with Apache Spark and Apache Flink for real-time data analytics and stream processing. In addition to this, you will understand how to use Hadoop to build analytics solutions on the cloud and an end-to-end pipeline to perform big data analysis using practical use cases.

By the end of this book, you will be well-versed with the analytical capabilities of the Hadoop ecosystem. You will be able to build powerful solutions to perform big data analytics and get insight effortlessly.

Table of Contents

Chapter 4: Scientific Computing and Big Data Analysis with Python and Hadoop
Chapter 5: Statistical Big Data Computing with R and Hadoop

What You Will Learn

  • Explore the new features of Hadoop 3 along with HDFS, YARN, and MapReduce
  • Get well-versed with the analytical capabilities of Hadoop ecosystem using practical examples
  • Integrate Hadoop with R and Python for more efficient big data processing
  • Learn to use Hadoop with Apache Spark and Apache Flink for real-time data analytics
  • Set up a Hadoop cluster on AWS cloud
  • Perform big data analytics on AWS using Elastic Map Reduce

Authors

Table of Contents

Chapter 4: Scientific Computing and Big Data Analysis with Python and Hadoop
Chapter 5: Statistical Big Data Computing with R and Hadoop

Book Details

ISBN 139781788628846
Paperback482 pages
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