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Cover image for book Spark Cookbook

Spark Cookbook

By:Rishi Yadav
Publisher:Packt Publishing
Print ISBN:9781783987061
eText ISBN:9781783987078
Edition:1
Copyright:2015
Format:Reflowable

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Book Description

If you are a data engineer, an application developer, or a data scientist who would like to leverage the power of Apache Spark to get better insights from big data, then this is the book for you.

What you will learn

  • Install and configure Apache Spark with various cluster managers
  • Set up development environments
  • Perform interactive queries using Spark SQL
  • Get to grips with realtime streaming analytics using Spark Streaming
  • Master supervised learning and unsupervised learning using MLlib
  • Build a recommendation engine using MLlib
  • Develop a set of common applications or project types, and solutions that solve complex big data problems
  • Use Apache Spark as your single big data compute platform and master its libraries

Who this book is for

If you are a data engineer, an application developer, or a data scientist who would like to leverage the power of Apache Spark to get better insights from big data, then this is the book for you.

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