{"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\u003e  • Publisher: O'Reilly Media\u003cbr\u003e • Publisher Imprint: O'Reilly Media\u003cbr\u003e • BISAC: Data Science - Data Analytics\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\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\u003e Authors 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 \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","brand":"O'Reilly Media","offers":[{"title":"Paperback","offer_id":45130841424023,"sku":"9781492046370","price":3890.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781492046370.webp?v=1767905771","url":"https:\/\/atlanticbooks.com\/products\/mastering-spark-with-r-the-complete-guide-to-large-scale-analysis-and-modeling-9781492046370","provider":"Atlantic Books","version":"1.0","type":"link"}