Apache Spark in 24 Hours, Sams Teach Yourself

Apache Spark in 24 Hours, Sams Teach Yourself Author Jeffrey Aven
ISBN-10 0672338513
ISBN-13 9780672338519
Year 2016-08-27
Pages 592
Language English
Publisher Sams Publishing
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Apache Spark is a fast scalable and flexible open source distributed processing engine for big data systems and is one of the most active open source big data projects to date In just 24 lessons of one hour or less Sams Teach Yourself Apache Spark in 24 Hours helps you build practical Big Data solutions that leverage Sparks amazing speed scalability simplicity and versatility This books straightforward step by step approach shows you how to deploy program optimize manage integrate and extend Sparknow and for years to come Youll discover how to create powerful solutions encompassing cloud computing real time stream processing machine learning and more Every lesson builds on what youve already learned giving you a rock solid foundation for real world success Whether you are a data analyst data engineer data scientist or data steward learning Spark will help you to advance your career or embark on a new career in the booming area of Big Data Learn how to Discover what Apache Spark does and how it fits into the Big Data landscape Deploy and run Spark locally or in the cloud Interact with Spark from the shell Make the most of the Spark Cluster Architecture Develop Spark applications with Scala and functional Python Program with the Spark API including transformations and actions Apply practical data engineering analysis approaches designed for Spark Use Resilient Distributed Datasets RDDs for caching persistence and output Optimize Spark solution performance Use Spark with SQL via Spark SQL and with NoSQL via Cassandra Leverage cutting edge functional programming techniques Extend Spark with streaming R and Sparkling Water Start building Spark based machine learning and graph processing applications Explore advanced messaging technologies including Kafka Preview and prepare for Sparks next generation of innovations Instructions walk you through common questions issues and tasks Q and As Quizzes and Exercises build and test your knowledge Did You Know tips offer insider advice and shortcuts and Watch Out alerts help you avoid pitfalls By the time you re finished you ll be comfortable using Apache Spark to solve a wide spectrum of Big Data problems

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