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From conflue...@apache.org
Subject [CONF] Apache Mahout > Machine Learning Resources
Date Fri, 18 Feb 2011 05:13:00 GMT
Space: Apache Mahout (https://cwiki.apache.org/confluence/display/MAHOUT)
Page: Machine Learning Resources (https://cwiki.apache.org/confluence/display/MAHOUT/Machine+Learning+Resources)


Edited by Phillip Rhodes:
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* [Collection of links to presentations on learning algorithms|http://www.inma.ucl.ac.be/~francois/blog/entries/entry_757.php]
* [Programming Collective Intelligence|http://www.amazon.com/Programming-Collective-Intelligence-Building-Applications/dp/0596529325/ref=pd_bbs_sr_1/104-1017533-9408723?ie=UTF8&s=books&qid=1214593516&sr=1-1]
* [Collective Intelligence in Action|http://www.amazon.com/Collective-Intelligence-Action-Satnam-Alag/dp/1933988312/ref=pd_bbs_sr_3?ie=UTF8&s=books&qid=1214545249&sr=1-3]
* [Data Mining: Practical Machine Learning Tools and Techniques|http://www.cs.waikato.ac.nz/~ml/weka/book.html]
* [Taming Text|http://www.manning.com/ingersoll/]
* [Machine Learning|http://www.amazon.com/Machine-Learning-Mcgraw-Hill-International-Edit/dp/0071154671/ref=pd_bbs_sr_1?ie=UTF8&s=books&qid=1214593709&sr=8-1]
* [Pattern Recognition and Machine Learning (Information Science and Statistics) |http://www.amazon.com/Pattern-Recognition-Learning-Information-Statistics/dp/0387310738/ref=pd_bbs_sr_2?ie=UTF8&s=books&qid=1214593709&sr=8-2]
* [Introduction to Information Retrieval|http://www-csli.stanford.edu/~hinrich/information-retrieval-book.html]
* [http://videolectures.net/mlss05us_chicago/]
* [http://videolectures.net/mlas06_pittsburgh/]
* [http://wiki.ailab.wsu.edu/ml/index.php/Main_Page]
* [Stanford Lectures on Machine Learning by Andrew Ng|http://see.stanford.edu/see/lecturelist.aspx?coll=348ca38a-3a6d-4052-937d-cb017338d7b1]
* [Information Theory, Inference, and Learning Algorithms by David MacKay| http://www.inference.phy.cam.ac.uk/itprnn/book.html]
* [Text Mining Application Programming | http://www.amazon.com/Text-Mining-Application-Programming/dp/1584504609]
* [Algorithms of the Intelligent Web|http://www.amazon.com/Algorithms-Intelligent-Web-Haralambos-Marmanis/dp/1933988665/ref=sr_1_1?s=books&ie=UTF8&qid=1298005918&sr=1-1]


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