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机器学习导论（F043029）

Introduction to Machine Learning

2008.2.19	set up this site.

课程代码(code)：F043029     授课地点(location)：TBA    授课时间(time)：TBA

授课教师(instructor)：谭晓阳(Xiaoyang Tan) x.tan@nuaa.edu.cn   12-110  Tel: 84896490-12110

助教(assistant)：宋凤仪(Fengyi Song)  fengyi.song86@gmail.com  12-315

教科书:  

1. C. M. Bishop, Pattern Recognition and Machine Learning, 2006.

2. S.Prince, Computer Vision: Models, Learning, and Inference, Cambridge University Press, 2012.

2. T. Hastie, R. Tibshirani and J. H. Friedman, The Elements of Statistical Learning,2001.

评分标准(score)：100% = Assignment 20% +  Presentation 20%  + Attendance 10%  + Final Exam 50%.

• David Aha's Machine Learning Resource Page

• UCI Machine Learning

• Amara Graps' Wavelet Home Page

• Online Machine Learning Resource

• GMD Machine Learning Archive

• Pattern Recognition Information
• Statistical Pattern Recognition Toolbox for Matlab

• Statistical Data Mining Tutorials by Andrew Moore

• Statistical Pattern Recognition by Dr. George Bebis

• Machine Learning by Tom Mitchell

• Matlab Related:

   Newsgroup:

   news://comp.soft-sys.matlab/   

  http://groups.google.com/groups?hl=en&lr=&ie=UTF-8&oe=UTF-8&group=comp.soft-sys.matlab 

  http://bbs.dartmouth.edu/cgi-bin/bbsdoc?board=en_Matlab

Site:

FangQ's Mathworld:http://bbs.dartmouth.edu/~fangq/MATH/mindex.htm

数学工具FAQ:http://engineering.dartmouth.edu/~fangq/MATH/FAQ/faq.html

Matlab software by Kevin Murphy:http://www.ai.mit.edu/~murphyk/Bayes/software.html

Marios Athineos's links to tips and tricks

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