Practical Apache Spark : Using the Scala API
Book Details
Format
Paperback / Softback
ISBN-10
1484236513
ISBN-13
9781484236512
Publisher
APress
Imprint
APress
Country of Manufacture
US
Country of Publication
GB
Publication Date
Dec 13th, 2018
Print length
280 Pages
Weight
576 grams
Dimensions
25.50 x 17.90 x 1.70 cms
Ksh 9,900.00
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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.
What You Will Learn
- Discover the functional programming features of Scala
- Understand the complete architecture 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.
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