Data Analytics With Hadoop

Data Analytics With Hadoop

An Introduction for Data Scientists

Book - 2016
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Baker & Taylor
Provides a solid introduction to the world of clustered computing and analytics with Hadoop, focusing on particular analyses users can build, the data warehousing techniques that Hadoop provides and the higher order data workflows it can produce. Original.

Ingram Publishing Services

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

Publisher: Sebastopol, CA : O'Reilly, [2016]
Edition: First edition
Copyright Date: © 2016
ISBN: 9781491913703
Branch Call Number: 006.312 BEN
Characteristics: xvi, 268 pages : illustrations ; 24 cm
Additional Contributors: Kim, Jenny (Software engineer),- Author


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Apr 02, 2017

Please order multiple books on this. This is an upcoming topic for prepping kids on new age technology


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