Learning spark : lightning-fast big data analytics / Holden Karau [and three others].

Format:

Book

Author/Creator:

Karau, Holden, author.

Language:

English

Subjects (All):

SPARK (Electronic resource).

Data mining--Computer programs.

Data mining.

Physical Description:

1 online resource (274 p.)

Edition:

First edition.

Place of Publication:

Sebastopol, California : O'Reilly, 2015.

Language Note:

English

System Details:

text file

Summary:

Data in all domains is getting bigger. How can you work with it efficiently? Recently updated for Spark 1.3 , this book introduces Apache Spark, the open source cluster computing system that makes data analytics fast to write and fast to run. With Spark, you can tackle big datasets quickly through simple APIs in Python, Java, and Scala. This edition includes new information on Spark SQL, Spark Streaming, setup, and Maven coordinates.

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.

Notes:

Includes index.

Description based on online resource; title from PDF cover (ebrary, viewed February 12, 2015).

ISBN:

9781449359058

1449359051

9781449359034

1449359035

9781449359065

144935906X

OCLC:

903964827