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Learning Spark - Holden Karau - Andy Kowinski - Mark Hamstra - Matei Zaharia
Learning Spark - Holden Karau - Andy Kowinski - Mark Hamstra - Matei Zaharia

Learning Spark

Holden Karau - Andy Kowinski - Mark Hamstra - Matei Zaharia
pubblicato da O'Reilly Media, Inc, USA

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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

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Generi Computers & Web » Databases

Editore O'reilly Media, Inc, Usa

Formato Paperback / softback

Pubblicato 13/02/2015

Pagine 274

Lingua Inglese

Isbn o codice id 9781449358624

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