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Apache Spark in 24 Hours, Sams Teach Yourself

Condition: BRAND NEW ISBN: 9780672338519 Author(s): Jeffrey Aven Format: Paperback Year: 2016 Publisher: Pearson Education (us) Dimensions: 181 x 0 x 232 (w x l x h) Pages: 592 Series: Sams Teach Yourself

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Description: 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 Spark's amazing speed, scalability, simplicity, and versatility. This book's straightforward, step-by-step approach shows you how to deploy, program, optimize, manage, integrate, and extend Spark-now, and for years to come. You'll discover how to create powerful solutions encompassing cloud computing, real-time stream processing, machine learning, and more. Every lesson builds on what you've 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 fo