{"product_id":"business-analytics-using-r-a-practical-approach","title":"Business Analytics Using R - A Practical Approach","description":"Learn the fundamental aspects of the business statistics, data mining, and machine learning techniques required to understand the huge amount of data generated by your organization. This book explains practical business analytics through examples, covers the steps involved in using it correctly, and shows you the context in which a particular technique does not make sense. Further, Practical Business Analytics using R helps you understand specific issues faced by organizations and how the solutions to these issues can be facilitated by business analytics.\nThis book will discuss and explore the following through examples and case studies:\nAn introduction to R: data management and R functions\nThe architecture, framework, and life cycle of a business analytics project\nDescriptive analytics using R: descriptive statistics and data cleaning\nData mining: classification, association rules, and clustering\nPredictive analytics: simple regression, multiple regression, and logistic regression\n\nThis book includes case studies on important business analytic techniques, such as classification, association, clustering, and regression. The R language is the statistical tool used to demonstrate the concepts throughout the book.\nWhat You Will Learn\n• Write R programs to handle data\n• Build analytical models and draw useful inferences from them\n• Discover the basic concepts of data mining and machine learning\n• Carry out predictive modeling\n• Define a business issue as an analytical problem\nWho This Book Is For\n\nBeginners who want to understand and learn the fundamentals of analytics using R. Students, managers, executives, strategy and planning professionals, software professionals, and BI\/DW professionals.\u003cbr\u003eASIN: 1484225139\u003cbr\u003eVSKU: BVV.1484225139.VG\u003cbr\u003eCondition: Very Good\u003cbr\u003eAuthor\/Artist:Nayak, Umesha|Hodeghatta, Umesh R R.\u003cbr\u003eBinding: Paperback\u003cbr\u003e\u003cb\u003eNote:\u003c\/b\u003e Any images shown are stock photographs and product may differ from what is shown.  \u003cbr\u003e\u003cb\u003eCondition Notes\u003c\/b\u003e: Book has little sign of wear or use  \u003cbr\u003e","brand":"Blue Vase Books","offers":[{"title":"Default Title","offer_id":43335597588541,"sku":"BVV.1484225139.VG","price":32.02,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0589\/4225\/9261\/files\/1484225139-0.jpg?v=1783735485","url":"https:\/\/www.bluevasebooks.com\/products\/business-analytics-using-r-a-practical-approach","provider":"Blue Vase Books","version":"1.0","type":"link"}