{"product_id":"data-mining-and-predictive-analytics-9781118116197","title":"Data Mining and Predictive Analytics","description":"\u003cp\u003e\u003cb\u003eLearn methods of data analysis and their application to real-world data sets\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eThis 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.\u003c\/p\u003e \u003cp\u003e\u003ci\u003eData Mining and Predictive Analytics\u003c\/i\u003e \u003c\/p\u003e \u003cul\u003e \u003cli\u003eOffers comprehensive coverage of association rules, clustering, neural networks, logistic regression, multivariate analysis, and R statistical programming language\u003c\/li\u003e \u003cli\u003eFeatures over 750 chapter exercises, allowing readers to assess their understanding of the new material\u003c\/li\u003e \u003cli\u003eProvides a detailed case study that brings together the lessons learned in the book\u003c\/li\u003e \u003cli\u003eIncludes access to the companion website, www.dataminingconsultant, with exclusive password-protected instructor content\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e\u003ci\u003eData Mining and Predictive Analytics\u003c\/i\u003e will appeal to computer science and statistic students, as well as students in MBA programs, and chief executives.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Daniel T. Larose\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Wiley\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 03\/16\/2015\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 824\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 2.70lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.40h x 6.20w x 1.90d\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781118116197\u003cbr\u003e\u003cp\u003e\u003cb\u003eAbout the Author\u003c\/b\u003e\u003cbr\u003e\u003cb\u003eDaniel T. Larose\u003c\/b\u003e is Professor of Mathematical Sciences and Director of the Data Mining programs at Central Connecticut State University. He has published several books, including\u003ci\u003e Data Mining the Web: Uncovering Patterns in Web Content, Structure, and Usage\u003c\/i\u003e (Wiley, 2007) and \u003ci\u003eDiscovering Knowledge in Data: An Introduction to Data Mining\u003c\/i\u003e (Wiley, 2005). In addition to his scholarly work, Dr. Larose is a consultant in data mining and statistical analysis working with many high profile clients, including Microsoft, Forbes Magazine, the CIT Group, KPMG International, Computer Associates, and Deloitte, Inc.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eChantal D. Larose\u003c\/b\u003e is an Assistant Professor of Statistics \u0026amp; Data Science at Eastern Connecticut State University (ECSU). She has co-authored three books on data science and predictive analytics. She helped develop data science programs at ECSU and at SUNY New Paltz. She received her PhD in Statistics from the University of Connecticut, Storrs in 2015 (dissertation title: Model-based Clustering of Incomplete Data).\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003ci\u003eThis title is not returnable\u003c\/i\u003e\u003cbr\u003e\u003c\/p\u003e","brand":"Wiley","offers":[{"title":"Hardcover","offer_id":40677864046707,"sku":"9.78112E+12","price":216.95,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0555\/9255\/0515\/products\/img_97765e85-109f-4693-aa64-7a358bc5bea8.jpg?v=1674572195","url":"https:\/\/bookstorenmore.com\/en-de\/products\/data-mining-and-predictive-analytics-9781118116197","provider":"Bookstore N More","version":"1.0","type":"link"}