{"product_id":"spark-bill-chambers-9781491912218","title":"Spark: The Definitive Guide: Big Data Processing Made Simple","description":"\u003cp\u003eLearn how to use, deploy, and maintain Apache Spark with this comprehensive guide, written by the creators of the open-source cluster-computing framework. With an emphasis on improvements and new features in Spark 2.0, authors Bill Chambers and Matei Zaharia break down Spark topics into distinct sections, each with unique goals. \u003c\/p\u003e\u003cp\u003e Youâ ll explore the basic operations and common functions of Sparkâ s structured APIs, as well as Structured Streaming, a new high-level API for building end-to-end streaming applications. Developers and system administrators will learn the fundamentals of monitoring, tuning, and debugging Spark, and explore machine learning techniques and scenarios for employing MLlib, Sparkâ s scalable machine-learning library. \u003c\/p\u003e\u003cul\u003e \u003cli\u003eGet a gentle overview of big data and Spark \u003c\/li\u003e\n\u003cli\u003eLearn about DataFrames, SQL, and Datasetsâ Sparkâ s core APIsâ through worked examples \u003c\/li\u003e\n\u003cli\u003eDive into Sparkâ s low-level APIs, RDDs, and execution of SQL and DataFrames \u003c\/li\u003e\n\u003cli\u003eUnderstand how Spark runs on a cluster \u003c\/li\u003e\n\u003cli\u003eDebug, monitor, and tune Spark clusters and applications \u003c\/li\u003e\n\u003cli\u003eLearn the power of Structured Streaming, Sparkâ s stream-processing engine \u003c\/li\u003e\n\u003cli\u003eLearn how you can apply MLlib to a variety of problems, including classification or recommendation \u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Bill Chambers, Matei Zaharia\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1491912219\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781491912218\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 04\/03\/2018\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 603\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 2.00lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.10h x 6.90w x 1.20d","brand":"Bill Chambers","offers":[{"title":"Paperback","offer_id":44048106946815,"sku":"9781491912218","price":69.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_3ffafd94-1f6b-4220-a315-970720a00ec2.jpg?v=1684993923","url":"https:\/\/www.whiterainbookhouse.com\/products\/spark-bill-chambers-9781491912218","provider":"WR Book House","version":"1.0","type":"link"}