{"product_id":"practical-apache-spark-using-scala-and-r-apis-9781484236512","title":"Practical Apache Spark: Using Scala and R APIs","description":"\u003cp\u003e • Author(s): Subhashini Chellappan\u003cbr\u003e • Publisher: Apress\u003cbr\u003e • Publisher Imprint: Apress\u003cbr\u003e • BISAC: Database Administration \u0026amp; Management\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003eWork 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. \u003ci\u003ePractical Apache Spark\u003c\/i\u003e 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. \u003cbr\u003eOn 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.\u003cbr\u003eYou will: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eDiscover the functional programming features of Scala\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eUnderstand the complete architecture of Spark and its components\u003c\/li\u003e\n\u003cli\u003eIntegrate Apache Spark with Hive and Kafka \u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eUse Spark SQL, DataFrames, and Datasets to process data using traditional SQL queries\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eWork with different machine learning concepts and libraries using Spark's MLlib packages\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Apress","offers":[{"title":"Paperback","offer_id":45132099747991,"sku":"9781484236512","price":4171.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781484236512.webp?v=1767102704","url":"https:\/\/atlanticbooks.com\/products\/practical-apache-spark-using-scala-and-r-apis-9781484236512","provider":"Atlantic Books","version":"1.0","type":"link"}