EAN: 9781484236512

Bilder-Quelle: discount24.de - Sport-Freizeit

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.

Produktinformationen zuletzt aktualisiert am
27.03.2025 um 17:20 Uhr

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