Learn methods of data analysis and their application to real-world data sets This updated second edition serves as an introduction to data mining methods and models, including association rules, clustering, neural networks, logistic regression, and multivariate analysis. The authors apply a unified "white box" approach to data mining methods and models. This approach is designed to walk readers through the operations and nuances of the various methods, using small data sets, so readers can gain an insight into the inner workings of the method under review. Chapters provide readers with hands-on analysis problems, representing an opportunity for readers to apply their newly-acquired data mining expertise to solving real problems using large, real-world data sets. Data Mining and Predictive Analytics, Second Edition: * Offers comprehensive coverage of association rules, clustering, neural networks, logistic regression, multivariate analysis, and R statistical programming language * Features over 750 chapter exercises, allowing readers to assess their understanding of the new material * Provides a detailed case study that brings together the lessons learned in the book * Includes access to the companion website, www.dataminingconsultant, with exclusive password-protected instructor content Data Mining and Predictive Analytics, Second Edition will appeal to computer science and statistic students, as well as students in MBA programs, and chief executives.
Produktkennzeichnungen
ISBN-10
1118116194
ISBN-13
9781118116197
eBay Product ID (ePID)
193854965
Produkt Hauptmerkmale
Produktart
Lehrbuch
Sprache
Englisch
Anzahl der Seiten
826 Seiten
Verlag
John Wiley & Sons
Publikationsname
Data Mining Predictive Analyti
Autor
Larose
Format
Gebundene Ausgabe
Erscheinungsjahr
2015
Zusätzliche Produkteigenschaften
Hörbuch
No
Inhaltsbeschreibung
Hc Gerader Rücken Kaschiert
Item Length
24cm
Item Height
4cm
Ausgabe
Ausgabe Nr. 2 des Jahres 15
Item Width
16cm
Item Weight
1kg
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