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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.

Thorough 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.

The book is targeted at information systems practitioners, programmers, consultants, developers, information technology managers, specification writers, data analysts, data modelers, database R&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

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  • We started tracking this book on February 1, 2015.
  • This book was £27.94 when we started tracking it.
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  • The current price of this book is £34.39 last checked one day ago.
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  • This lowest price this book has been offered at in the past year is £27.94.
  • The lowest price to date was £25.53 last reached on September 6, 2016.
  • This book has been £25.53 6 times since we started tracking it.
  • The highest price to date was £42.74 last reached on August 29, 2022.
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Additional Info

  • Text-to-Speech: Enabled
  • Lending: Disabled
  • Print Length: 869 Pages
  • File Size: 9,136 KB

We last verified the price of this book about one day ago. At that time, the price was £34.39. This price is subject to change. The price displayed on the Amazon.co.uk website at the time of purchase is the price you will pay for this book. Please confirm the price before making any purchases.