Learning Spark: Lightning-Fast Big Data Analysis


Learning Spark: Lightning-Fast Big Data Analysis Author Holden Karau
ISBN-10 1449358624
ISBN-13 9781449358624
Year 2015-02-27
Pages 276
Language English
Publisher O’Reilly Media
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Data in all domains is getting bigger How can you work with it efficiently Recently updated for Spark 1 3 this book introduces Apache Spark the open source cluster computing system that makes data analytics fast to write and fast to run With Spark you can tackle big datasets quickly through simple APIs in Python Java and Scala This edition includes new information on Spark SQL Spark Streaming setup and Maven coordinates Written by the developers of Spark this book will have data scientists and engineers up and running in no time Youll learn how to express parallel jobs with just a few lines of code and cover applications from simple batch jobs to stream processing and machine learning Quickly dive into Spark capabilities such as distributed datasets in memory caching and the interactive shellLeverage Sparks powerful built in libraries including Spark SQL Spark Streaming and MLlibUse one programming paradigm instead of mixing and matching tools like Hive Hadoop Mahout and StormLearn how to deploy interactive batch and streaming applicationsConnect to data sources including HDFS Hive JSON and S3Master advanced topics like data partitioning and shared variables

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