{"product_id":"discovering-knowledge-in-data-daniel-t-larose-9780470908747","title":"Discovering Knowledge in Data: An Introduction to Data Mining","description":"\u003cp\u003eThe field of data mining lies at the confluence of predictive analytics, statistical analysis, and business intelligence. Due to the ever-increasing complexity and size of data sets and the wide range of applications in computer science, business, and health care, the process of discovering knowledge in data is more relevant than ever before.\u003c\/p\u003e This book provides the tools needed to thrive in today's big data world. The author demonstrates how to leverage a company's existing databases to increase profits and market share, and carefully explains the most current data science methods and techniques. The reader will \"learn data mining by doing data mining\". By adding chapters on data modelling preparation, imputation of missing data, and multivariate statistical analysis, \u003ci\u003eDiscovering Knowledge in Data, Second Edition\u003c\/i\u003e remains the eminent reference on data mining\u003cb\u003e.\u003cbr\u003e\u003cbr\u003e\u003c\/b\u003e \u003cul\u003e \u003cli\u003eThe second edition of a highly praised, successful reference on data mining, with thorough coverage of big data applications, predictive analytics, and statistical analysis.\u003c\/li\u003e \u003cli\u003eIncludes new chapters on Multivariate Statistics, Preparing to Model the Data, and Imputation of Missing Data, and an Appendix on Data Summarization and Visualization\u003c\/li\u003e \u003cli\u003eOffers extensive coverage of the R statistical programming language\u003c\/li\u003e \u003cli\u003eContains 280 end-of-chapter exercises\u003c\/li\u003e \u003cli\u003eIncludes a companion website for university instructors who adopt the book\u003c\/li\u003e \u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Daniel T. Larose, Chantal D. Larose\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0470908742\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780470908747\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Wiley\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/08\/2014\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 336\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.49lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.30h x 6.10w x 1.00d","brand":"Daniel T. Larose","offers":[{"title":"Hardcover","offer_id":43990191407359,"sku":"9780470908747","price":99.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_fee1a2e5-4e9d-4be5-b115-214e8f66de67.jpg?v=1683303518","url":"https:\/\/www.whiterainbookhouse.com\/products\/discovering-knowledge-in-data-daniel-t-larose-9780470908747","provider":"WR Book House","version":"1.0","type":"link"}