Learning Spark

Computers / Data Processing, Computers / Enterprise Applications / General, Computers / Programming Languages / Java, Ebook

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.

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 shellLeverage Spark s powerful built-in libraries, including Spark SQL, Spark Streaming, and MLlibUse one programming paradigm instead of mixing and matching tools like Hive, Hadoop, Mahout, and StormLearn how to deploy interactive, batch, and streaming applicationsConnect to data sources including HDFS, Hive, JSON, and S3Master advanced topics like data partitioning and shared variables”

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Learning Spark


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Author by : Holden Karau
Languange Used : en
Release Date : 2015-01-28
Publisher by : "O'Reilly Media, Inc."

Data in all domains is getting bigger. How can you work with it efficiently? Recently updated for Spark 1.3, t

Machine Learning With Spark


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Author by : Nick Pentreath
Languange Used : en
Release Date : 2015-02-20
Publisher by : Packt Publishing Ltd

If you are a Scala, Java, or Python developer with an interest in machine learning and data analysis and are e

Learning Spark Streaming


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Author by : Francois Garillot
Languange Used : en
Release Date : 2016-12
Publisher by :

To build analytics tools that provide faster insights, knowing how to process data in real time is a must, and

Learning Apache Spark 2


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Author by : Muhammad Asif Abbasi
Languange Used : en
Release Date : 2017-03-28
Publisher by : Packt Publishing Ltd

Learn about the fastest-growing open source project in the world, and find out how it revolutionizes big data

Advanced Analytics With Spark


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Author by : Sandy Ryza
Languange Used : en
Release Date : 2015-04-02
Publisher by : "O'Reilly Media, Inc."

In this practical book, four Cloudera data scientists present a set of self-contained patterns for performing

Large Scale Machine Learning With Spark


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Author by : Md. Rezaul Karim
Languange Used : en
Release Date : 2016-10-27
Publisher by : Packt Publishing Ltd

Discover everything you need to build robust machine learning applications with Spark 2.0 About This Book Get

Big Data Analytics With Spark


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Author by : Mohammed Guller
Languange Used : en
Release Date : 2015-12-29
Publisher by : Apress

Big Data Analytics with Spark is a step-by-step guide for learning Spark, which is an open-source fast and gen

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