{"product_id":"mastering-spark-with-r-the-complete-guide-to-largescale-analysis-and-modeling-9781492046370","title":"Mastering Spark with R: The Complete Guide to Large-Scale Analysis and Modeling","description":"\u003cp\u003eIf youre 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. 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. Analyze  explore  transform  and visualize data in Apache Spark with R Create statistical models to extract information and predict outcomes; automate the process in production-ready workflows Perform analysis and modeling across many machines using distributed computing techniques Use large-scale data from multiple sources and different formats with ease from within Spark Learn about alternative modeling frameworks for graph processing  geospatial analysis  and genomics at scale Dive into advanced topics including custom transformations  real-time data processing  and creating custom Spark extensions\u003c\/p\u003e","brand":"My Store","offers":[{"title":"Default Title","offer_id":67894073032757,"sku":"ByrdShop_149204637X","price":30.54,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0627\/8139\/0901\/files\/9781492046370.jpg?v=1793764189","url":"https:\/\/atxbooks.com\/products\/mastering-spark-with-r-the-complete-guide-to-largescale-analysis-and-modeling-9781492046370","provider":"ATX Books","version":"1.0","type":"link"}