{"title":"Richard J Roiger","description":null,"products":[{"product_id":"data-mining-book-richard-j-roiger-9781498763974","title":"Data Mining","description":"This textbook provides a tutorial-based introduction to data mining with a focus on model building and testing, as well as on interpreting and validating results. The book follows the format of the first edition, but with updates and additions throughout.","brand":"WoB","offers":[{"title":"GB \/ NEW \/ GARDNERS","offer_id":49733623611665,"sku":"NGR9781498763974","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"US \/ GOOD \/ SBYB","offer_id":50386580668689,"sku":"CIN1498763979G","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/1498763979.jpg?v=1750716764"},{"product_id":"just-enough-r-book-richard-j-roiger-9780367439149","title":"Just Enough R!","description":"Just Enough R! An Interactive Approach to Machine Learning and Analytics presents just enough of the R language, machine learning algorithms, statistical methodology, and analytics for the reader to learn how to find interesting structure in data. The approach might be called \"seeing then doing\" as it first gives step-by-step explanations using simple, understandable examples of how the various machine learning algorithms work independent of any programming language. This is followed by detailed scripts written in R that apply the algorithms to solve nontrivial problems with real data. The script code is provided, allowing the reader to execute the scripts as they study the explanations given in the text.  Features         Gets you quickly using R as a problem-solving tool       Uses RStudio’s integrated development environment       Shows how to interface R with SQLite       Includes examples using R’s Rattle graphical user interface      Requires no prior knowledge of R, machine learning, or computer programming      Offers over 50 scripts written in R, including several problem-solving templates that, with slight modification, can be used again and again      Covers the most popular machine learning techniques, including ensemble-based methods and logistic regression          Includes end-of-chapter exercises, many of which can be solved by modifying existing scripts       Includes datasets from several areas, including business, health and medicine, and science   About the Author  Richard J. Roiger is a professor emeritus at Minnesota State University, Mankato, where he taught and performed research in the Computer and Information Science Department for over 30 years.","brand":"WoB","offers":[{"title":"- \/ - \/ -","offer_id":51001507414289,"sku":"","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"US \/ NEW \/ INGRAM","offer_id":51001510265105,"sku":"NIN9780367439149","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"GB \/ NEW \/ INGRAM","offer_id":52531509526801,"sku":"NLS9780367439149","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/036743914X.jpg?v=1751102599"},{"product_id":"just-enough-r-book-richard-j-roiger-9780367443207","title":"Just Enough R!","description":"Just Enough R! An Interactive Approach to Machine Learning and Analytics presents just enough of the R language, machine learning algorithms, statistical methodology, and analytics for the reader to learn how to find interesting structure in data. The approach might be called \"seeing then doing\" as it first gives step-by-step explanations using simple, understandable examples of how the various machine learning algorithms work independent of any programming language. This is followed by detailed scripts written in R that apply the algorithms to solve nontrivial problems with real data. The script code is provided, allowing the reader to execute the scripts as they study the explanations given in the text.  Features         Gets you quickly using R as a problem-solving tool       Uses RStudio’s integrated development environment       Shows how to interface R with SQLite       Includes examples using R’s Rattle graphical user interface      Requires no prior knowledge of R, machine learning, or computer programming      Offers over 50 scripts written in R, including several problem-solving templates that, with slight modification, can be used again and again      Covers the most popular machine learning techniques, including ensemble-based methods and logistic regression          Includes end-of-chapter exercises, many of which can be solved by modifying existing scripts       Includes datasets from several areas, including business, health and medicine, and science   About the Author  Richard J. 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