2010:ml
Differences
This shows you the differences between two versions of the page.
| Both sides previous revision Previous revision Next revision | Previous revision | ||
|
2010:ml [2010/03/18 21:57] hongxin |
2010:ml [2023/08/19 21:02] (current) |
||
|---|---|---|---|
| Line 13: | Line 13: | ||
| | ::: | ::: | {{2010:ml2010-2-4-svm.pdf|Support Vector Machines}} | ::: | | | ::: | ::: | {{2010:ml2010-2-4-svm.pdf|Support Vector Machines}} | ::: | | ||
| | ::: | ::: | {{2010:ml2010-2-5-boosting.pdf|Boosting}} | ::: | | | ::: | ::: | {{2010:ml2010-2-5-boosting.pdf|Boosting}} | ::: | | ||
| + | | Unsupervised Learning | 2010.03.18 | {{2010:ml2010-dimension_reduction.pdf| Dimension Reduction}} | [[keynote:lesson03|=>]] | | ||
| | ::: | ::: | {{2010:adaboost.pdf| Why AddBoost?}} | ::: | | | ::: | ::: | {{2010:adaboost.pdf| Why AddBoost?}} | ::: | | ||
| - | | Unsupervised Learning | 2010.03.18 | {{2010:ml2010-dimension_reduction.pdf}} | [[keynote:lesson03|=>]] | | + | | ::: | ::: | {{2010:ml2010-clustering.pdf | Clustering }} | ::: | |
| - | | ::: | ::: | {{2010:adaboost.pdf| Why AddBoost?}} | ::: | | + | | Reinforcement Learning | 2010.03.25 | {{2010:ml2010-clustering.pdf | Clustering (cont.)}} | [[keynote:lesson04|=>]] | |
| - | | Reinforcement Learning | 2010.03.25 | {{2010:ml2010-clustering.pdf}} | | | + | | ::: | ::: | {{2010:ml2010-hidden_markov_model.pdf|Hiden Markov Model}} | ::: | |
| + | | ::: | ::: | {{2010:ml2010-kalman_filter.pdf|Kalman Filter}} | ::: | | ||
| + | | course talk | 2010.04.01 | {{:2010:matrix-decomposition.pdf|Robust PCA}} | By Zhengfang Hu | | ||
| ===== Text books ===== | ===== Text books ===== | ||
| + | - [[http://www.cs.cmu.edu/~tom/mlbook.html|Machine learning]] | ||
| + | - [[http://research.microsoft.com/en-us/um/people/cmbishop/prml/|Pattern Recognition and Machine Learning ]] | ||
| + | - [[http://www.rii.ricoh.com/~stork/DHS.html|Pattern Classification (2nd ed) ]] | ||
| + | ===== Reference website ===== | ||
| + | - [[http://www.stanford.edu/class/cs229/|Stanford machine Learning course]] | ||
2010/ml.1268920667.txt.gz · Last modified: 2023/08/19 21:01 (external edit)
Page Tools
Except where otherwise noted, content on this wiki is licensed under the following license: CC Attribution-Noncommercial-Share Alike 4.0 International
