Bill Chambers Matei Zaharia Spark - The Definitive Guide (Paperback)

Description: Further DetailsTitle: Spark - The Definitive GuideCondition: NewEAN: 9781491912218ISBN: 9781491912218Publisher: O'Reilly MediaFormat: PaperbackRelease Date: 03/31/2018Item Height: 250mmItem Length: 150mmItem Width: 15mmItem Weight: 666gAuthor: Bill Chambers, Matei ZahariaLanguage: EnglishSubtitle: Big data processing made simpleDescription: Learn how to use, deploy, and maintain Apache Spark with this comprehensive guide, written by the creators of the open-source cluster-computing framework. With an emphasis on improvements and new features in Spark 2.0, authors Bill Chambers and Matei Zaharia break down Spark topics into distinct sections, each with unique goals. You’ll explore the basic operations and common functions of Spark’s structured APIs, as well as Structured Streaming, a new high-level API for building end-to-end streaming applications. Developers and system administrators will learn the fundamentals of monitoring, tuning, and debugging Spark, and explore machine learning techniques and scenarios for employing MLlib, Spark’s scalable machine-learning library. Get a gentle overview of big data and Spark Learn about DataFrames, SQL, and Datasets—Spark’s core APIs—through worked examples Dive into Spark’s low-level APIs, RDDs, and execution of SQL and DataFrames Understand how Spark runs on a cluster Debug, monitor, and tune Spark clusters and applications Learn the power of Structured Streaming, Spark’s stream-processing engine Learn how you can apply MLlib to a variety of problems, including classification or recommendationCountry/Region of Manufacture: USGenre: Computing & InternetRelease Year: 2018 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.

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