Machine learning

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Revision as of 15:54, 5 September 2009

Contents 1 Machine Learning Objectives 2 Machine Learning Algorithms 3 Groups 4 Texts

Machine Learning Objectives

• Clustering
• Classification
• Regression
• Density Estimation

Machine Learning Algorithms

Groups

• Machine learning reading group

Texts

• Bishop, Christopher. (2006) Pattern Recognition and Machine Learning. Springer. (CompLing Lab / Terry)
• Hastie, T., Tibshirani, R., and Friedman, J. (2001) The Elements of Statistical Learning. Springer. (CompLing Lab / Terry)