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schedule [2016/11/01 14:08] asa |
schedule [2016/11/10 11:50] asa |
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| Thursday | [[code:theano| Theano]]. Features ({{wiki:13_features.pdf | slides}}) | Chapter e-9 | | | | Thursday | [[code:theano| Theano]]. Features ({{wiki:13_features.pdf | slides}}) | Chapter e-9 | | | ||
^ Week 11: November 1,3 | | | | | ^ Week 11: November 1,3 | | | | | ||
- | | Tuesday | Feature selection ({{wiki:13_features.pdf | slides}}) | [[http://www.jmlr.org/papers/v3/guyon03a.html | An Introduction to Variable and Feature Selection]]. Isabelle Guyon, André Elisseeff; 3(Mar):1157-1182, 2003. | | | + | | Tuesday | Feature selection ({{wiki:13_features.pdf | slides}}); feature selection[[[code:feature_selection| demo]]. | [[http://www.jmlr.org/papers/v3/guyon03a.html | Introduction to Variable and Feature Selection]]. | | |
- | | Thursday | Principal components analysis (PCA) | Chapter e-9 | | | + | | Thursday | Principal components analysis (PCA) ({{wiki:14_pca.pdf | slides}}) [[code:pca|demo of pca]] | Chapter e-9 | [[assignments:assignment6| Assignment 6]] is available. | |
+ | ^ Week 12: November 8,10 | | | | | ||
+ | | Tuesday | Nearest neighbor methods ({{wiki:15_nearest_neighbors.pdf | slides}}); [[code:nearest_neighbors | demo]]. | Chapter e-6 | | | ||
+ | | Thursday | Clustering ({{wiki:16_clustering.pdf | slides}}) kmeans [[http://scikit-learn.org/stable/auto_examples/cluster/plot_kmeans_assumptions.html | demo]] | Chapter 10 in [[http://www-bcf.usc.edu/~gareth/ISL/ | introduction to statistical learning]] | | | ||
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