EAN: 9780128042915

DATA MINING - IAN H WITTEN EIBE FRANK MARK A HA...

Data Mining: Practical Machine Learning Tools and Techniques  Fourth Edition  offers a thorough
grounding in machine learning concepts  along with practical advice on applying these tools and
techniques in real-world data mining situations. This highly anticipated fourth edition of the
most acclaimed work on data mining and machine learning teaches readers everything they need to
know to get going  from preparing inputs  interpreting outputs  evaluating results  to the
algorithmic methods at the heart of successful data mining approaches. Extensive updates
reflect the technical changes and modernizations that have taken place in the field since the
last edition  including substantial new chapters on probabilistic methods and on deep learning.
Accompanying the book is a new version of the popular WEKA machine learning software from the
University of Waikato. Authors Witten  Frank  Hall  and Pal include today's techniques coupled
with the methods at the leading edge of contemporary research. Please visit the book companion
website at https:  www.cs.waikato.ac.nz ~ml weka book.html. It contains Powerpoint slides for
Chapters 1-12. This is a very comprehensive teaching resource  with many PPT slides covering
each chapter of the book Online Appendix on the Weka workbench  again a very comprehensive
learning aid for the open source software that goes with the book Table of contents 
highlighting the many new sections in the 4th edition  along with reviews of the 1st edition 
errata  etc.

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