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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 SparkLearn about DataFrames, SQL, and Datasets—Spark’s core APIs—through worked examplesDive into Spark’s low-level APIs, RDDs, and execution of SQL and DataFramesUnderstand how Spark runs on a clusterDebug, monitor, and tune Spark clusters and applicationsLearn the power of Structured Streaming, Spark’s stream-processing engineLearn how you can apply MLlib to a variety of problems, including classification or recommendation

Télécharger Spark: The Definitive Guide: Big Data Processing Made Simple (English Edition) de Bill Chambers Pdf Epub

GitHub - databricks/Spark-The-Definitive-Guide: Spark: The ~ Spark: The Definitive Guide. This is the central repository for all materials related to Spark: The Definitive Guide by Bill Chambers and Matei Zaharia.. This repository is currently a work in progress and new material will be added over time.

Spark: The Definitive Guide [Book] - O'Reilly Media ~ Get Spark: The Definitive Guide now with O’Reilly online learning. O’Reilly members experience live online training, plus books, videos, and digital content from 200+ publishers. Start your free trial. Spark: The Definitive Guide. by Bill Chambers, Matei Zaharia. Released February 2018. Publisher(s): O'Reilly Media, Inc. ISBN: 9781491912218. Explore a preview version of Spark: The .

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