{"product_id":"9781484236512","title":"Practical Apache Spark: Using the Scala API","description":"\u003ch1\u003ePractical Apache Spark: Using the Scala API\u003c\/h1\u003e \u003ch2\u003eChellappan, Subhashini; Ganesan, Dharanitharan\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cdiv\u003e\n\u003cdiv\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. \u003c\/div\u003e\n\u003cbr\u003e\n\u003c\/div\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.\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e\u003cdiv\u003e\u003cb\u003eWhat You Will Learn\u003c\/b\u003e\u003c\/div\u003e\u003cdiv\u003e\u003cul\u003e\n\u003cli\u003eDiscover the functional programming features of Scala\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eUnderstand the completearchitecture 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\u003cbr\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\u003c\/div\u003e\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e\u003cdiv\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003c\/div\u003e\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e\u003cdiv\u003eDevelopers and professionals who deal with batch and stream data processing. \u003c\/div\u003e\u003cdiv\u003e\n\u003cbr\u003e\u003cbr\u003e\n\u003c\/div\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Apress\u003c\/p\u003e \u003cp\u003ePublication Date: 2018-12-13\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9781484236512\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-1-4842-3652-9\u003c\/p\u003e \u003cp\u003eDimensions: 254cm x178cm\u003c\/p\u003e \u003cp\u003ePages: 280\u003c\/p\u003e ","brand":"Apress","offers":[{"title":"Default Title","offer_id":47707964080268,"sku":"9781484236512","price":53.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781484236512.jpg?v=1776780125","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9781484236512","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}