Principles of Data Mining, Second Edition MOBI Õ of

Principles of Data Mining, Second Edition (Undergraduate Topics in Computer Science) [PDF / Epub] ★ Principles of Data Mining, Second Edition (Undergraduate Topics in Computer Science) Author Max Bramer – Liversite.co.uk Data Mining the automatic extraction of implicit and potentially useful information from data is increasingly used in commercial scientific and other application areas Principles of Data Mining explai Data Mining the Data Mining, PDF/EPUB ¶ automatic extraction of implicit and potentially useful information from data is increasingly used in commercial scientific and other application areas Principles of Data Mining explains and explores the principal techniues of Data Mining for classification association rule mining and clustering Each topic is clearly explained and illustrated by detailed worked examples with a Principles of Kindle - focus on algorithms rather than mathematical formalism It is written for readers without a strong background in mathematics or statistics and any formulae used are explained in detail This second edition has been expanded to include additional chapters on using freuent pattern trees for Association Rule Mining comparing classifiers ensemble classification and dealing with very large volumes of Data Mining, Kindle Ò of data Principles of Data Mining aims to help general readers develop the necessary understanding of what is inside the black box so they can use commercial data mining packages discriminatingly as well as enabling advanced readers or academic researchers to understand or contribute to future technical advances in the field Suitable as a textbook to support courses at undergraduate or postgraduate levels in a wide range of subjects including Computer Science Business Studies Marketing Artificial Intelligence Bioinformatics and Forensic Science.

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