{"product_id":"mastering-spark-with-r-the-complete-guide-to-large-scale-analysis-and-modeling-9781492046370","title":"Mastering Spark with R: The Complete Guide to Large-Scale Analysis and Modeling","description":"\u003cp\u003eIf you're like most R users, you have deep knowledge and love for statistics. But as your organization continues to collect huge amounts of data, adding tools such as Apache Spark makes a lot of sense. With this practical book, data scientists and professionals working with large-scale data applications will learn how to use Spark from R to tackle big data and big compute problems.\u003c\/p\u003e\u003cp\u003eAuthors Javier Luraschi, Kevin Kuo, and Edgar Ruiz show you how to use R with Spark to solve different data analysis problems. This book covers relevant data science topics, cluster computing, and issues that should interest even the most advanced users.\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eAnalyze, explore, transform, and visualize data in Apache Spark with R\u003c\/li\u003e\n\u003cli\u003eCreate statistical models to extract information and predict outcomes; automate the process in production-ready workflows\u003c\/li\u003e\n\u003cli\u003ePerform analysis and modeling across many machines using distributed computing techniques\u003c\/li\u003e\n\u003cli\u003eUse large-scale data from multiple sources and different formats with ease from within Spark\u003c\/li\u003e\n\u003cli\u003eLearn about alternative modeling frameworks for graph processing, geospatial analysis, and genomics at scale\u003c\/li\u003e\n\u003cli\u003eDive into advanced topics including custom transformations, real-time data processing, and creating custom Spark extensions\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 10\/29\/2019\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781492046370\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 296\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.05lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.19h x 7.00w x 0.62d","brand":"Javier Luraschi, Kevin Kuo, Edgar Ruiz","offers":[{"title":"Default Title","offer_id":36653581336732,"sku":"9781492046370","price":47.59,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/products\/img_e9ca1c3b-41d2-42a0-a72e-7d6fdfca39a8.jpg?v=1603881963","url":"https:\/\/pastforward.org\/products\/mastering-spark-with-r-the-complete-guide-to-large-scale-analysis-and-modeling-9781492046370","provider":"Past Forward","version":"1.0","type":"link"}