Data Analytics with Hadoop

Released on by Benjamin Bengfort
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  • Data Analytics with Hadoop Book Detail

  • Author : Benjamin Bengfort
  • Release Date : 2016-06
  • Publisher : "O'Reilly Media, Inc."
  • Genre : Computers
  • Pages : 288
  • ISBN 13 : 1491913762
  • File Size : 45,45 MB
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Data Analytics with Hadoop by Benjamin Bengfort PDF Summary

Book Description: Ready to use statistical and machine-learning techniques across large data sets? This practical guide shows you why the Hadoop ecosystem is perfect for the job. Instead of deployment, operations, or software development usually associated with distributed computing, you’ll focus on particular analyses you can build, the data warehousing techniques that Hadoop provides, and higher order data workflows this framework can produce. Data scientists and analysts will learn how to perform a wide range of techniques, from writing MapReduce and Spark applications with Python to using advanced modeling and data management with Spark MLlib, Hive, and HBase. You’ll also learn about the analytical processes and data systems available to build and empower data products that can handle—and actually require—huge amounts of data. Understand core concepts behind Hadoop and cluster computing Use design patterns and parallel analytical algorithms to create distributed data analysis jobs Learn about data management, mining, and warehousing in a distributed context using Apache Hive and HBase Use Sqoop and Apache Flume to ingest data from relational databases Program complex Hadoop and Spark applications with Apache Pig and Spark DataFrames Perform machine learning techniques such as classification, clustering, and collaborative filtering with Spark’s MLlib

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Data Analytics with Hadoop

Data Analytics with Hadoop

File Size : 35,35 MB
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Ready to use statistical and machine-learning techniques across large data sets? This practical guide shows you why the Hadoop ecosystem is perfect for the job.

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Explore big data concepts, platforms, analytics, and their applications using the power of Hadoop 3 Key Features Learn Hadoop 3 to build effective big data anal

Big Data Analytics with R and Hadoop

Big Data Analytics with R and Hadoop

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Big Data Analytics with R and Hadoop is a tutorial style book that focuses on all the powerful big data tasks that can be achieved by integrating R and Hadoop.T