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020 _a9789352605248
040 _cVITAP
082 _223rd
_a519.502855133 ACH
100 _aAcharya, Seema
_98951
245 _aData Analytics Using R /
_cSeema Acharya
260 _bMcGraw Hill Education (India) Private Ltd.
_aChennai
_c2018
300 _axxii, 555p.
500 _aIt includes index This book is aimed at undergraduate students of computerscience and engineering. The book will be useful companion for IT professionalsto data analysts and decision makers responsible for driving strategicinitiatives, and management graduates and business analysts, engaged inself-study. This book by Acharya unleashes the power of R as astatistical data analytics and visualization tool and introduces the learnersto several data mining algorithms and chart forms / visualizations. It has goodemphasis on ‘asking the right questions’. Exhaustivecoverage includes installation of R and its package, getting accustomed to Rinterface and R commands, working with data from disparate data sources (.csv,JSON, XML, RDBMS etc.), getting conversant with classification, clustering,association rule mining, regression, text mining etc. 12 Casestudies namely Insurance Fraud Detection, Customer Insights Analysis, SalesForecasting, Credit Card Spending by Customer Groups and Helping RetailersPredict In-store Customer Traffic Pedagogy 300+chapter-end and check your progress questions for self-assessment 200Multiple-choice questions 10+hands-on practical exercises Exhaustiveillustrations
856 _uhttps://www.mheducation.co.in/data-analytics-using-r-9789352605248-india#tab-label-product-description-title
942 _2ddc
_cREF