Discovering Knowledge in Data Pdf

Edition: 1
Release: 2004-11-18
Publisher: Wiley-Interscience
Binding: Hardcover
ISBN/ASIN: 0471666572



Discovering Knowledge in Data: An Introduction to Data Mining

Learn Data Mining by doing data mining
Data mining can be revolutionary-but only when it's done right. Free download Discovering Knowledge in Data books collection in PDF, EPUB, FB2, MOBI, and TXT formats. The powerful black box data mining software now available can produce disastrously misleading results unless applied by a skilled and knowledgeable analyst. Discovering Knowledge in Data: An Introduction to Data Mining provides both the practical experience and the theoretical insight needed to reveal valuable information hidden in large data sets.
Employing a "white box" methodology and with real-world case studies, this step-by-step guide walks readers through the various algorithms and statistical structures that underlie the software and presents examples of their operation on actual large data sets. Principal topics include:
* Data preprocessing and classification
* Exploratory analysis
* Decision trees
* Neural and Kohonen networks
* Hierarchical and k-means clustering
* Association rules
* Model evaluation techniques
Complete with scores of screenshots and diagrams to encourage graphical learning, Discovering Knowledge in Data: An Introduction to Data Mining gives students in Business, Computer Science, and Statistics as well as professionals in the field the power to turn any data warehouse into actionable knowledge. Best deals ebooks download Discovering Knowledge in Data on amazon.br>
An Instructor's Manual presenting detailed solutions to all the problems in the book is available online. Discovering Knowledge in Data: An Introduction to Data Mining with free ebook downloads available via rapidshare, mediafire, 4shared, and hotfile.

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