{"product_id":"spark-graphx-in-action-michael-malak-9781617292521","title":"Spark Graphx in Action","description":"\u003cb\u003eSummary\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e\u003ci\u003eSpark GraphX in Action\u003c\/i\u003e starts out with an overview of Apache Spark and the GraphX graph processing API. This example-based tutorial then teaches you how to configure GraphX and how to use it interactively. Along the way, you'll collect practical techniques for enhancing applications and applying machine learning algorithms to graph data. \u003cp\u003e\u003c\/p\u003ePurchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eAbout the Technology\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003eGraphX is a powerful graph processing API for the Apache Spark analytics engine that lets you draw insights from large datasets. GraphX gives you unprecedented speed and capacity for running massively parallel and machine learning algorithms. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eAbout the Book\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e\u003ci\u003eSpark GraphX in Action\u003c\/i\u003e begins with the big picture of what graphs can be used for. This example-based tutorial teaches you how to use GraphX interactively. You'll start with a crystal-clear introduction to building big data graphs from regular data, and then explore the problems and possibilities of implementing graph algorithms and architecting graph processing pipelines. Along the way, you'll collect practical techniques for enhancing applications and applying machine learning algorithms to graph data. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eWhat's Inside\u003c\/b\u003e\u003cbr\u003e\u003cul\u003e\n\u003cli\u003eUnderstanding graph technology\u003c\/li\u003e\n\u003cli\u003eUsing the GraphX API\u003c\/li\u003e\n\u003cli\u003eDeveloping algorithms for big graphs\u003c\/li\u003e\n\u003cli\u003eMachine learning with graphs\u003c\/li\u003e\n\u003cli\u003eGraph visualization\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cb\u003eAbout the Reader\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003eReaders should be comfortable writing code. Experience with Apache Spark and Scala is not required. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eAbout the Authors\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e\u003cb\u003eMichael Malak\u003c\/b\u003e has worked on Spark applications for Fortune 500 companies since early 2013. \u003cb\u003eRobin East\u003c\/b\u003e has worked as a consultant to large organizations for over 15 years and is a data scientist at Worldpay. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e\u003col\u003ePART 1 SPARK AND GRAPHS\u003cli\u003eTwo important technologies: Spark and graphs\u003c\/li\u003e\n\u003cli\u003eGraphX quick start\u003c\/li\u003e\n\u003cli\u003eSome fundamentals\u003c\/li\u003ePART 2 CONNECTING VERTICES\u003cli\u003eGraphX Basics\u003c\/li\u003e\n\u003cli\u003eBuilt-in algorithms\u003c\/li\u003e\n\u003cli\u003eOther useful graph algorithms\u003c\/li\u003e\n\u003cli\u003eMachine learning\u003c\/li\u003ePART 3 OVER THE ARC\u003cli\u003eThe missing algorithms\u003c\/li\u003e\n\u003cli\u003ePerformance and monitoring\u003c\/li\u003e\n\u003cli\u003eOther languages and tools \u003c\/li\u003e\n\u003c\/ol\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Michael Malak,Robin East\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1617292524\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781617292521\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Manning Publications\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/03\/2016\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 280\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.00lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.20h x 7.30w x 0.50d","brand":"Michael Malak","offers":[{"title":"Paperback","offer_id":48447957336319,"sku":"9781617292521","price":49.99,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_56ce8902-b0f4-4698-94da-cc67a2ec40d3.jpg?v=1777235949","url":"https:\/\/www.whiterainbookhouse.com\/products\/spark-graphx-in-action-michael-malak-9781617292521","provider":"WR Book House","version":"1.0","type":"link"}