Business Analytics Using R - A Practical Approach

Sprache: Englisch

Verlag: APress, 2016

1484225139 / 9781484225134

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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.This book will discuss and explore the following through examples and case studies:An introduction to R: data management and R functionsThe architecture, framework, and life cycle of a business analytics projectDescriptive analytics using R: descriptive statistics and data cleaningData mining: classification, association rules, and clustering Predictive analytics: simple regression, multiple regression, and logistic regression This 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.What You Will Learn? Write R programs to handle data? Build analytical models and draw useful inferences from them? Discover the basic concepts of data mining and machine learning ? Carry out predictive modeling? Define a business issue as an analytical problemWho This Book Is ForBeginners 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.…

Bestandsnummer des Verkäufers 00109567763

Titel
Business Analytics Using R - A Practical Approach
Autor
Umesh R Hodeghatta
Verlag
APress
Veröffentlichungsjahr
2016
Zustand
Good
Einband
Paperback
Sprache
Englisch
ISBN-10
1484225139
ISBN-13
9781484225134

World of Books (was SecondSale)

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AbeBooks-Verkäufer/-in seit 20. Dezember 2007

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