schedule
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schedule [2016/11/03 14:22] asa |
schedule [2016/11/15 13:46] asa |
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| ^ Week 11: November 1,3 | | | | | ^ Week 11: November 1,3 | | | | | ||
| | 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]]. | | | | 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) ({{wiki:14_pca.pdf | slides}}) [[code:pca|demo of 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]] | | | ||
| + | ^ Week 12: November 15,17 | | | | | ||
| + | | Tuesday | Naive Bayes classification ({{wiki:18_naive_bayes.pdf | slides}}); [[code:naive_bayes | demo]]. | | | | ||
| + | | Thursday | TBD | | | | ||
| ... | ... | ||
schedule.txt · Last modified: 2016/12/05 10:38 by asa
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