Portada

PRACTICAL APACHE SPARK IBD

APRESS
12 / 2018
9781484236512
Inglés

Sinopsis

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. YouâÇÖll 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.áOn completion, youâÇÖll have knowledge of the functional programming aspects of Scala, and hands-on expertise in various Spark components. YouâÇÖll also become familiar with machine learning algorithms with real-time usage.What You Will LearnDiscover the functional programming features of ScalaUnderstand the complete architecture of Spark and itsácomponentsIntegrate Apache Spark with Hive and KafkaáUse Spark SQL, DataFrames, and Datasets to process data using traditional SQL queriesWork with different machine learning concepts and libraries using SparkâÇÖs MLlib packagesWho This Book Is ForDevelopers and professionals who deal with batch and stream data processing.á

PVP
74,22