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Spark: the Definitive Guide : Big Data Processing Made Simple

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Spark: the Definitive Guide : Big Data Processing Made Simple Paperback - 2018

Name: Spark: the Definitive Guide : Big Data Processing Made Simple
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Author: Chambers, Bill, Zaharia, Matei
ISBN: 9781491912218

by Chambers, Bill, Zaharia, Matei

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O'Reilly Media, Incorporated. Used - Very Good. Pages intact with possible writing/highlighting. Binding strong with minor wear. Dust jackets/supplements may not be included. Stock photo provided. Product includes identifying sticker. Better World Books: Buy Books. Do Good.

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Title Spark: the Definitive Guide : Big Data Processing Made Simple
Author Chambers, Bill, Zaharia, Matei
Binding Paperback
Condition Used - Very good
Pages 603
Volumes 1
Language ENG
Publisher O'Reilly Media, Incorporated
Publication date 2018-04-03
Features Index
Bookseller's Inventory # 18237989-6
ISBN 9781491912218 / 1491912219
Weight 2 lbs (0.91 kg)
Dimensions 9.1 x 6.9 x 1.2 in (23.11 x 17.53 x 3.05 cm)
Category Computers - General Information
Library of Congress subjects Telecommunication, Electronic data processing
Dewey Decimal Code 006.312
Quantity available 1

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From the publisher

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 recommendation

About the author

Bill Chambers is a Product Manager at Databricks focusing on large-scale analytics, strong documentation, and collaboration across the organization to help customers succeed with Spark and Databricks. He has a Master's degree in Information Systems from the UC Berkeley School of Information, where he focused on data science.

Matei Zaharia is an assistant professor of computer science at Stanford University and Chief Technologist at Databricks. He started the Spark project at UC Berkeley in 2009, where he was a PhD student, and he continues to serve as its vice president at Apache. Matei also co-started the Apache Mesos project and is a committer on Apache Hadoop. Matei's research work was recognized through the 2014 ACM Doctoral Dissertation Award and the VMware Systems Research Award.

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