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Author Karau, Holden, author.

Title Learning Spark / Holden Karau, Andy Konwinski, Patrick Wendell, and Matei Zaharia.

Edition First edition.
Publication Info. Beijing ; Sebastopol : O'Reilly, [2015]
Location Call No. Status
 Nichols Adult Nonfiction  006.312 SPA    DUE 12-07-20
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Description xvi, 254 pages : illustrations ; 24 cm
Note Subtitle on cover: Lightning-fast data analysis.
Includes index.
Summary This book introduces Apache Spark, the open source cluster computing system that makes data analytics fast to write and fast to run. You'll learn how to express parallel jobs with just a few lines of code, and cover applications from simple batch jobs to stream processing and machine learning.-- Source other than Library of Congress.
Contents Introduction to data analysis with Spark -- Downloading Spark and getting started -- Programming with RDDs -- Working with key/value pairs -- Loading and saving your data -- Advanced Spark programming -- Running on a cluster -- Tuning and debugging Spark -- Spark SQL -- Spark streaming -- Machine learning with MLlib.
Subject Spark (Electronic resource : Apache Software Foundation)
Big data.
Data mining -- Computer programs.
Added Author Konwinski, Andy, author.
Wendell, Patrick, author.
Zaharia, Matei, author.
ISBN 9781449358624 (pbk.)
1449358624 (pbk.)
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