Machine Learning E-book Collections

Posted By : neobot | Date : 31 Oct 2008 02:04:00 | Comments : 3 |

Machine Learning E-book Collections
-- updated on daily basis--

I would like to share good books in machine learning and related area to anyone interested in this area.
Actually there are a lot of classic textbooks in this area, so I will keep posting the books on daily basis. Each day you will find this post updated.
You guys can make any request. If I have it, I will post it.

expected level of readers: from absolute beginner to experienced researcher

These are books pertaining to machine learning, artificial intelligence, machine intelligence, pattern classification, pattern recognition, statistical learning, graphical models, computer vision, image processing, mathematics for intelligence system.

Note: If you really like the book, please buy the book.

Principal Manifolds for Data Visualization and Dimension Reduction (Lecture Notes in Computational Science and Engineering)
by Alexander N. Gorban (Editor), Balázs Kégl (Editor), Donald C. Wunsch (Editor), Andrei Zinovyev (Editor)
Publisher: Springer | Pages: 340 | 2007-10-24 | ISBN 3540737499 | PDF | 12 MB

rapidshare

Data Mining: Practical Machine Learning Tools and Techniques, Second Edition (Morgan Kaufmann Series in Data Management Systems)
by Ian H. Witten (Author), Eibe Frank (Author)
Publisher: Morgan Kaufmann | Pages: 560 | June 10, 2005 | ISBN 0120884070 | PDF | 8 MB

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Bayesian Approach to Image Interpretation (The Kluwer International Series in Engineering and Computer Science, Volume 616) (The Springer International Series in Engineering and Computer Science) by Sunil K. Kopparapu (Author), Uday B. Desai (Author)
Publisher: Springer | Pages: 144 | 07/01/2001 | ISBN 0792373723 | djvu | 1.4 MB

rapidshare

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Posted By: lonerforyou Date: 09 Apr 2009 12:51:52

Great share but
"This file is neither allocated to a Premium Account, or a Collector's Account, and can therefore only be downloaded 10 times.

This limit is reached.

To download this file, the uploader either needs to transfer this file into his/her Collector's Account, or upload the file again. The file can later be moved to a Collector's Account. The uploader just needs to click the delete link of the file to get further information."

Posted By: freque Date: 13 May 2009 19:04:45

too bad that the links are down! this really is a great collection.

Posted By: zbigniewas Date: 22 Aug 2009 14:42:24

The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition :

http://rs485.rapidshare.com/files/157275859/The_Elements_of_Statistical_Learning_-_Data_Mining_Inference_and_Prediction__netbks.com

Rename file to *.rar

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