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机器学习导论(F043029)

Introduction to Machine Learning


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课程介绍

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%.


Related Links

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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