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