Learning Spark

By:

Karau, Holden

Contributor(s):

Material type: Text

TextPublication details: New Delhi : SPD, 2015.Description: xvi, 254 p. : ill. ; 24 cmISBN:

9789351109945

Subject(s):

DDC classification:

006.312 23 KAR-L

LOC classification:

QA76.9.D343 K363 2015

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.

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.--

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Holdings
Item type	Current library	Collection	Call number	Status	Date due	Barcode	Item holds
Books	IIITD General Stacks	Computer Science and Engineering	006.312 KAR-L (Browse shelf(Opens below))	Available		006120

Total holds: 0

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.--

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