Spark Cookbook

Nonfiction, Computers, Database Management, Data Processing, Internet, Web Development, Java, Programming
Cover of the book Spark Cookbook by Rishi Yadav, Packt Publishing
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Author: Rishi Yadav ISBN: 9781783987078
Publisher: Packt Publishing Publication: July 27, 2015
Imprint: Packt Publishing Language: English
Author: Rishi Yadav
ISBN: 9781783987078
Publisher: Packt Publishing
Publication: July 27, 2015
Imprint: Packt Publishing
Language: English

By introducing in-memory persistent storage, Apache Spark eliminates the need to store intermediate data in filesystems, thereby increasing processing speed by up to 100 times.

This book will focus on how to analyze large and complex sets of data. Starting with installing and configuring Apache Spark with various cluster managers, you will cover setting up development environments. You will then cover various recipes to perform interactive queries using Spark SQL and real-time streaming with various sources such as Twitter Stream and Apache Kafka. You will then focus on machine learning, including supervised learning, unsupervised learning, and recommendation engine algorithms. After mastering graph processing using GraphX, you will cover various recipes for cluster optimization and troubleshooting.

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By introducing in-memory persistent storage, Apache Spark eliminates the need to store intermediate data in filesystems, thereby increasing processing speed by up to 100 times.

This book will focus on how to analyze large and complex sets of data. Starting with installing and configuring Apache Spark with various cluster managers, you will cover setting up development environments. You will then cover various recipes to perform interactive queries using Spark SQL and real-time streaming with various sources such as Twitter Stream and Apache Kafka. You will then focus on machine learning, including supervised learning, unsupervised learning, and recommendation engine algorithms. After mastering graph processing using GraphX, you will cover various recipes for cluster optimization and troubleshooting.

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