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Author Luu, Hien, author.

Title Beginning Apache Spark 2 : with resilient distributed datasets, Spark SQL, structured streaming and Spark Machine Learning library / Hien Luu.

Publication Info. [New York, New York] : Apress, [2018]
New York, NY : Distributed to the Book trade worldwide by Springer Science+Business Media


Location Call No. OPAC Message Status
 Axe Books 24x7 IT E-Book  Electronic Book    ---  Available
Description 1 online resource (xi, 393 pages) : illustrations
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
text file PDF rda
Note Includes index.
Contents 1. Introduction to Apache Spark -- 2. Working with Apache Spark -- 3. Resilient distributed datasets -- 4. Spark SQL (Foundations) -- 5. Spark SQL (Advanced) -- 6. Spark streaming -- 7. Spark streaming (Advanced) -- 8. Machine learning with Spark.
Summary Develop applications for the big data landscape with Spark and Hadoop. This book also explains the role of Spark in developing scalable machine learning and analytics applications with Cloud technologies. Beginning Apache Spark 2 gives you an introduction to Apache Spark and shows you how to work with it. Along the way, you'll discover resilient distributed datasets (RDDs); use Spark SQL for structured data; and learn stream processing and build real-time applications with Spark Structured Streaming. Furthermore, you'll learn the fundamentals of Spark ML for machine learning and much more. After you read this book, you will have the fundamentals to become proficient in using Apache Spark and know when and how to apply it to your big data applications.
Note Print version record.
Subject Spark (Electronic resource : Apache Software Foundation)
Spark (Electronic resource : Apache Software Foundation) (OCoLC)fst01938143
Distributed databases.
COMPUTERS -- Databases -- General.
Distributed databases. (OCoLC)fst00895581
Programming & scripting languages: general.
Data mining.
Computer programming / software development.
Genre/Form Electronic books.
Other Form: Print version: Luu, Hien. Beginning Apache Spark 2. [New York, New York] : Apress, [2018] 1484235789 (OCoLC)1022793973
ISBN 9781484235799 (electronic book)
1484235797 (electronic book)
9781484235782 (paperback)
1484235789 (paperback)
9781484235805 (print)
Standard No. 10.1007/978-1-4842-3579-9 doi
AU@ 000063971251
UKMGB 019140198

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