{"product_id":"data-mining-practical-machine-learning-tools-and-techniques-the-morgan-kaufmann-series-in-data-management-systems-1","title":"Data Mining: Practical Machine Learning Tools and Techniques (The Morgan Kaufmann Series in Data Management Systems)","description":"Data Mining: Practical Machine Learning Tools and Techniques, Third Edition, offers a thorough grounding in machine learning concepts as well as practical advice on applying machine learning tools and techniques in real-world data mining situations. This highly anticipated third edition of the most acclaimed work on data mining and machine learning will teach you everything you need to know about preparing inputs, interpreting outputs, evaluating results, and the algorithmic methods at the heart of successful data mining.\nThorough updates reflect the technical changes and modernizations that have taken place in the field since the last edition, including new material on Data Transformations, Ensemble Learning, Massive Data Sets, Multi-instance Learning, plus a new version of the popular Weka machine learning software developed by the authors. Witten, Frank, and Hall include both tried-and-true techniques of today as well as methods at the leading edge of contemporary research.\nThe book is targeted at information systems practitioners, programmers, consultants, developers, information technology managers, specification writers, data analysts, data modelers, database R\u0026amp;D professionals, data warehouse engineers, data mining professionals. The book will also be useful for professors and students of upper-level undergraduate and graduate-level data mining and machine learning courses who want to incorporate data mining as part of their data management knowledge base and expertise. Provides a thorough grounding in machine learning concepts as well as practical advice on applying the tools and techniques to your data mining projects Offers concrete tips and techniques for performance improvement that work by transforming the input or output in machine learning methods Includes downloadable Weka software toolkit, a collection of machine learning algorithms for data mining tasks―in an updated, interactive interface. Algorithms in toolkit cover: data pre-processing, classification, regression, clustering, association rules, visualization\u003cbr\u003eASIN: 0123748569\u003cbr\u003eVSKU: RDV.0123748569.VG\u003cbr\u003eCondition: Very Good\u003cbr\u003eAuthor\/Artist:Witten, Ian H.|Frank, Eibe|Hall, Mark A.\u003cbr\u003eBinding: Paperback\u003cbr\u003e\u003cb\u003eNote:\u003c\/b\u003e Any images shown are stock photographs and product may differ from what is shown.  \u003cbr\u003e\u003cb\u003eCondition Notes\u003c\/b\u003e: This book is in excellent condition. There may be minimal writing on the inside cover or cover page. Cover image on the book may vary from photo. Ships out quickly in a secure plastic mailer.  \u003cbr\u003e","brand":"Reliant Bookstore","offers":[{"title":"Default Title","offer_id":47711999590577,"sku":"RDV.0123748569.VG","price":8.34,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0544\/8872\/7729\/files\/0123748569-0.jpg?v=1784167582","url":"https:\/\/www.reliantbookstore.com\/products\/data-mining-practical-machine-learning-tools-and-techniques-the-morgan-kaufmann-series-in-data-management-systems-1","provider":"Reliant Bookstore","version":"1.0","type":"link"}