Practical Apache Spark

Practical Apache Spark

by Subhashini Chellappan and Dharanitharan Ganesan
Epub (Kobo), Epub (Adobe)
Publication Date: 02/01/2019

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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. You’ll 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, you’ll have knowledge of the functional programming aspects of Scala, and hands-on expertise in various Spark components. You’ll 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.

ISBN:
9781484236529
9781484236529
Category:
Databases
Format:
Epub (Kobo), Epub (Adobe)
Publication Date:
02-01-2019
Language:
English
Publisher:
APress

This item is delivered digitally

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