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Spark Cookbook

Name: Spark Cookbook
Brand: Packt Publishing
SKU: 40811285
Price: 31.25 EUR
Availability: InStock
Author: Rishi Yadav
ISBN: 9781783987078

Rishi Yadav

Língua

Inglês

E-book Adobe ePub DRM

Código Libristo: 40811285

Editoras Packt Publishing, julho 2015

By introducing in-memory persistent storage, Apache Spark eliminates the need to store intermediate... Descrição completa

Código Libristo: 40811285

76 b

31.25 €

Em stock Imediatamente descarregável

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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.