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schedule [2016/10/11 13:08] asa |
schedule [2016/11/03 14:22] asa |
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| Thursday | Kernels (continued); [[code:model_selection|model selection]] using grid search | Chapter e-8 | | | | Thursday | Kernels (continued); [[code:model_selection|model selection]] using grid search | Chapter e-8 | | | ||
^ Week 8: October 11,13 | | | | | ^ Week 8: October 11,13 | | | | | ||
- | | Tuesday | Model selection ({{wiki:09_evaluation.pdf | slides}}) Multi-class classification ({{wiki:10_multi_class.pdf | slides}}) And here's a [[code:multi_class| demo]] | Chapter 4.3.3 | | | + | | Tuesday | Model selection ({{wiki:09_evaluation.pdf | slides}}). Multi-class classification ({{wiki:10_multi_class.pdf | slides}}), a [[code:multi_class| demo]] of multi-class classification | Chapter 4.3.3 | | |
- | | Thursday | Neural networks | Chapter e-7 | | | + | | Thursday | Neural networks ({{wiki:11_nn.pdf | slides}}) | Chapter e-7 | | |
+ | ^ Week 9: October 18,20 | | | | | ||
+ | | Tuesday | Neural networks (continued); neural network [[code:neural_networks| demo]] | Chapter e-7 | [[assignments:assignment5| Assignment 5]] is available. | | ||
+ | | Thursday | Neural networks (continued); deep learning ({{wiki:12_deep_networks.pdf | slides}}) | Chapter e-7 | | | ||
+ | ^ Week 10: October 25,27 | | | | | ||
+ | | Tuesday | Deep learning (continued) | Chapter e-7 | | | ||
+ | | Thursday | [[code:theano| Theano]]. Features ({{wiki:13_features.pdf | slides}}) | Chapter e-9 | | | ||
+ | ^ 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]]. | | | ||
+ | | Thursday | Principal components analysis (PCA) ({{wiki:14_pca.pdf | slides}}) [[code:pca|demo of pca]] | Chapter e-9 | | | ||
... | ... |