epub Data Mining

Book description

As with any burgeoning technology that enjoys commercial attention, the use of data mining is surrounded by a great deal of hype. Exaggerated reports tell of secrets that can be uncovered by setting algorithms loose on oceans of data. But there is no magic in machine learning, no hidden power, no alchemy. Instead there is an identifiable body of practical techniques that can extract useful information from raw data. This book describes these techniques and shows how they work.
The book is a major revision of the first edition that appeared in 1999. While the basic core remains the same, it has been updated to reflect the changes that have taken place over five years, and now has nearly double the references. The highlights for the new edition include thirty new technique sections; an enhanced Weka machine learning workbench, which now features an interactive interface; comprehensive information on neural networks; a new section on Bayesian networks; plus much more.
* Algorithmic methods at the heart of successful data miningOCoincluding tried and true techniques as well as leading edge methods
* Performance improvement techniques that work by transforming the input or output
* Downloadable Weka, a collection of machine learning algorithms for data mining tasks, including tools for data pre-processing, classification, regression, clustering, association rules, and visualizationOCoin a new, interactive interface"

Download ┬źData Mining┬╗ epub


Tag cloud: data, mining, cheap download, epub, 1 usd, epub, ian h. witten

Data Mining epub ebook download
Download epub

Book info

PublisherMorgan Kaufmann Publishers
Release date 02.05.2014
Pages count558
File size3.3 Mb
eBook formatebook, (torrent)En
Book rating4.2 (4 votes)
 rate rate rate rate rate

Related books

If you like Data Mining, read this: