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Practical Apache Spark: Using the Scala API - Subhashini Chellappan,Dharanitharan Ganesan

English
2018-12-13
€73.90 €92.38

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Work with Apache Spark using Scala to deploy and set up single-node, multi-node, and high-availability clusters. This book discusses various components of Spark such as Spark Core, DataFrames, Datasets and SQL, Spark Streaming, Spark MLib, and R on Spark with the help of practical code snippets for each topic. Practical Apache Spark also covers the integration of Apache Spark with Kafka with examples. Yoüll ... Full description

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Description

Work with Apache Spark using Scala to deploy and set up single-node, multi-node, and high-availability clusters. This book discusses various components of Spark such as Spark Core, DataFrames, Datasets and SQL, Spark Streaming, Spark MLib, and R on Spark with the help of practical code snippets for each topic. Practical Apache Spark also covers the integration of Apache Spark with Kafka with examples. Yoüll follow a learn-to-do-by-yourself approach to learning ¿ learn the concepts, practice the code snippets in Scala, and complete the assignments given to get an overall exposure.
On completion, yoüll have knowledge of the functional programming aspects of Scala, and hands-on expertise in various Spark components. Yoüll also become familiar with machine learning algorithms with real-time usage.
What You Will Learn
Discover the functional programming features of Scala Understand the completearchitecture of Spark and its components Integrate Apache Spark with Hive and Kafka Use Spark SQL, DataFrames, and Datasets to process data using traditional SQL queries Work with different machine learning concepts and libraries using Spark's MLlib packages
Who This Book Is For
Developers and professionals who deal with batch and stream data processing.

More Information

Author Subhashini Chellappan, Dharanitharan Ganesan
Publisher Apress
Release year 2018
Cover type Softcover
EAN 9781484236512
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€73.90 €92.38