Learning Spark : Lightning-Fast Big Data Analysis

Learning Spark : Lightning-Fast Big Data Analysis

Description

Data in all domains is getting bigger. How can you work with it efficiently? 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. Written by the developers of Spark, this book will have data scientists and engineers up and running in no time. 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. Quickly dive into Spark capabilities such as distributed datasets, in-memory caching, and the interactive shell Leverage Spark's powerful built-in libraries, including Spark SQL, Spark Streaming, and MLlib Use one programming paradigm instead of mixing and matching tools like Hive, Hadoop, Mahout, and Storm Learn how to deploy interactive, batch, and streaming applications Connect to data sources including HDFS, Hive, JSON, and S3 Master advanced topics like data partitioning and shared variables

Similar Books

ISBN 10: 1491901632
ISBN 13: 9781491901632

01 Apr 2016
Tom White

ISBN 10: 1119002257
ISBN 13: 9781119002253

01 Dec 2015
Cole Nussbaumer Knaflic

ISBN 10: 1491912219
ISBN 13: 9781491912218

01 Apr 2018
Bill Chambers

ISBN 10: 1491972955
ISBN 13: 9781491972953

06 Jul 2017
Uri Laserson

ISBN 10: 1491943203
ISBN 13: 9781491943205

16 Jun 2017
Holden Karau

ISBN 10: 1449373321
ISBN 13: 9781449373320

02 Apr 2017
Martin Kleppmann

ISBN 10: 1491936169
ISBN 13: 9781491936160

01 Nov 2017
Neha Narkhede

ISBN 10: 1491957662
ISBN 13: 9781491957660

03 Nov 2017
Wes McKinney

ISBN 10: 1491914254
ISBN 13: 9781491914250

01 Sep 2017
Josh Patterson

ISBN 10: 1491921285
ISBN 13: 9781491921289

01 Sep 2017
Scott Murray

ISBN 10: 1449358543
ISBN 13: 9781449358549

24 Feb 2015
Clinton Gormley

ISBN 10: 0691152845
ISBN 13: 9780691152844

21 Dec 2014
Joshua David Angrist