schedule
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schedule [2016/10/06 14:55] asa |
schedule [2016/11/08 09:13] asa |
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| | Tuesday | SVMs for unbalanced data ({{wiki:07_svm_unbalanced.pdf | slides}}) Nonlinear classification with kernels ({{wiki:08_kernels.pdf | slides}}) | Chapter e-8 | [[assignments:assignment4| Assignment 4]] is available. | | | Tuesday | SVMs for unbalanced data ({{wiki:07_svm_unbalanced.pdf | slides}}) Nonlinear classification with kernels ({{wiki:08_kernels.pdf | slides}}) | Chapter e-8 | [[assignments:assignment4| Assignment 4]] is available. | | ||
| | 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 | | | | | ||
| + | | 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 ({{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 | [[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}}) | Chapter e-6 | | | ||
| + | |||
| ... | ... | ||
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schedule.txt ยท Last modified: 2016/12/05 10:38 by asa
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