Apache Spark In 24 Hours Sams Teach Yourself Pdf Download

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Apache Spark is a fast, scalable, and flexible open sourcedistributed processing engine for big data systems and is one ofthe most active open source big data projects to date. In just 24lessons of one hour or less, Sams Teach Yourself Apache Spark in24 Hours helps you build practical Big Data solutions thatleverage Spark’s amazing speed, scalability, simplicity, andversatility.
This book’s straightforward, step-by-step approach shows youhow to deploy, program, optimize, manage, integrate, and extendSpark–now, and for years to come. You’ll discover howto create powerful solutions encompassing cloud computing,real-time stream processing, machine learning, and more. Everylesson builds on what you’ve already learned, giving you arock-solid foundation for real-world success.
Whether you are a data analyst, data engineer, data scientist, ordata steward, learning Spark will help you to advance your careeror 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 theBig 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 functionalPython
• Program with the Spark API, including transformations andactions
• Apply practical data engineering/analysis approachesdesigned 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 (viaCassandra)
• Leverage cutting-edge functional programmingtechniques
• Extend Spark with streaming, R, and Sparkling Water
• Start building Spark-based machine learning andgraph-processing applications
• Explore advanced messaging technologies, includingKafka
• Preview and prepare for Spark’s next generation ofinnovations

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Apache Spark In 24 Hours Sams Teach Yourself Pdf Download Pdf

Instructions walk you through commonquestions, issues, and tasks; Q-and-As, Quizzes, and Exercisesbuild and test your knowledge; 'Did You Know?' tips offer insideradvice and shortcuts; and 'Watch Out!' alerts help you avoidpitfalls. By the time you're finished, you'll be comfortable usingApache Spark to solve a wide spectrum of Big Data problems.