Data Analytics with Spark Using Python

Language: English

Published by Pearson Education Jun 2018, 2018

013484601X / 9780134846019

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Neuware - Solve Data Analytics Problems with Spark, PySpark, and Related Open Source ToolsSpark is at the heart of today s Big Data revolution, helping data professionals supercharge efficiency and performance in a wide range of data processing and analytics tasks. In this guide, Big Data expert Jeffrey Aven covers all you need to know to leverage Spark, together with its extensions, subprojects, and wider ecosystem.Aven combines a language-agnostic introduction to foundational Spark concepts with extensive programming examples utilizing the popular and intuitive PySpark development environment. This guide s focus on Python makes it widely accessible to large audiences of data professionals, analysts, and developers even those with little Hadoop or Spark experience.Aven s broad coverage ranges from basic to advanced Spark programming, and Spark SQL to machine learning. You ll learn how to efficiently manage all forms of data with Spark: streaming, structured, semi-structured, and unstructured. Throughout, concise topic overviews quickly get you up to speed, and extensive hands-on exercises prepare you to solve real problems.Coverage includes: Understand Spark s evolving role in the Big Data and Hadoop ecosystems Create Spark clusters using various deployment modes Control and optimize the operation of Spark clusters and applications Master Spark Core RDD API programming techniques Extend, accelerate, and optimize Spark routines with advanced API platform constructs, including shared variables, RDD storage, and partitioning Efficiently integrate Spark with both SQL and nonrelational data stores Perform stream processing and messaging with Spark Streaming and Apache Kafka Implement predictive modeling with SparkR and Spark MLlib.

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Title
Data Analytics with Spark Using Python
Author
Jeffrey Aven
Publisher
Pearson Education Jun 2018
Publication year
2018
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
013484601X
ISBN 13
9780134846019
Item weight
521 grams
Dimensions
234x179x19 mm

AHA-BUCH GmbH

Einbeck, Germany

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