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Classical machine learning
Letting a program find patterns in examples instead of writing every rule by hand.
Concepts in this branch
Supervised learning (regression, classification, trees)
since 1995
Nonparametric models (kernels, nearest neighbors)
since 1967
Ensemble learning
since 1997
Unsupervised learning (clustering, dimensionality reduction)
since 2006
Statistical & probabilistic learning (EM)
since 1977