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Data Mining: Practical Machine Learning Tools and Techniques (Morgan Kaufmann Series in Data Management Systems), 4th Edition free ebook download

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Computer Science

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Catalogue

Author(s):	Ian H. Witten, Eibe Frank, Mark A. Hall, Christopher J. Pal

Date:	2016	Format:	pdf	Language:	English	ISBN/ASIN:	0128042915
Pages:	654	OCR:		Quality:		ISBN13:
Uploader:	rubybook	Upload Date:	8/28/2023 11:36:00 AM

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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.
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.
Provides a thorough grounding in machine learning concepts, as well as practical advice on applying the tools and techniques to data mining projects
Presents concrete tips and techniques for performance improvement that work by transforming the input or output in machine learning methods
Includes a downloadable WEKA software toolkit, a comprehensive collection of machine learning algorithms for data mining tasks in an easy to use interactive interface
Includes open access online courses that introduce practical applications of the material in the book.

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	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3198516	Download	https://nitroflare.com/view/C3DF2708BA89...		13.00	rubybook

Tags: Data Data Kaufmann Learning Machine Mining Morgan Practical Techniques Tools

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Data Mining: Practical Machine Learning Tools and Techniques (Morgan Kaufmann Series in Data Management Systems), 4th Edition free ebook download

Category: Computer Science

Description: Click to see full description

Category:
Computer Science