{"product_id":"9780080477022","title":"Data Mining: Practical Machine Learning Tools and Techniques, Second Edition","description":"\u003cp\u003e\u003ci\u003eData Mining, Second Edition,\u003c\/i\u003e describes data mining techniques and shows how they work. The book is a major revision of the first edition that appeared in 1999. While the basic core remains the same, it has been updated to reflect the changes that have taken place over five years, and now has nearly double the references.\u003c\/p\u003e \u003cp\u003eThe highlights of this new edition include thirty new technique sections; an enhanced Weka machine learning workbench, which now features an interactive interface; comprehensive information on neural networks; a new section on Bayesian networks; and much more.\u003c\/p\u003e \u003cp\u003eThis text is designed for information systems practitioners, programmers, consultants, developers, information technology managers, specification writers as well as professors and students of graduate-level data mining and machine learning courses.\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eAlgorithmic methods at the heart of successful data mining—including tried and true techniques as well as leading edge methods\u003c\/li\u003e\n\u003cli\u003ePerformance improvement techniques that work by transforming the input or output\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Elsevier Science","offers":[{"title":"Default Title","offer_id":47119160606960,"sku":"9780080477022","price":74.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9780080477022_p0.jpg?v=1763638023","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9780080477022","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}