schedule
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schedule [2015/09/28 12:24] asa |
schedule [2015/10/13 10:20] asa |
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| ^ Week 4: September 15,17 | | | | | ^ Week 4: September 15,17 | | | | | ||
| | Tuesday | Overfitting ({{wiki:05_overfitting.pdf | slides}}) | Chapters 2.3,4.1 | | | | Tuesday | Overfitting ({{wiki:05_overfitting.pdf | slides}}) | Chapters 2.3,4.1 | | | ||
| - | | Thursday | Regularization ({{wiki:06_regularization.pdf | slides}}) | Chapter 4.2, 4.2.2 | [[assignments:assignment2 | Assignment 2]] is available. Due date: 10/2. | | + | | Thursday | Regularization and model selection; cross validation ({{wiki:06_regularization.pdf | slides}}) | Chapter 4.2, 4.2.2 | [[assignments:assignment2 | Assignment 2]] is available. Due date: 10/2. | |
| ^ Week 5: September 22,24 | | | | | ^ Week 5: September 22,24 | | | | | ||
| | Tuesday | Support vector machines ({{wiki:07_svm.pdf | slides}}) | Chapter e-8 | | | | Tuesday | Support vector machines ({{wiki:07_svm.pdf | slides}}) | Chapter e-8 | | | ||
| | Thursday | SVMs (continued) | Chapter e-8 | | | | Thursday | SVMs (continued) | Chapter e-8 | | | ||
| - | | + | ^ Week 6: September 29, October 1 | | | | |
| + | | Tuesday | Expressing SVMs in terms of error + regularization; unbalanced data ({{wiki:07_svm_unbalanced.pdf | slides}}). Here's [[code:demo2d | code]] for displaying the decision boundary of a classifier. | Chapter e-8 | | | ||
| + | | Thursday | Nonlinear SVMs: kernels ({{wiki:08_kernels.pdf | slides}}) | Chapter e-8 | [[assignments:assignment3 | Assignment 3]] is available. Due date: 10/16. | | ||
| + | ^ Week 7: October 6,8 | | | | | ||
| + | | Tuesday | Kernels continued; model selection ({{wiki:09_evaluation.pdf | slides}}); a [[code:model_selection | demo]] of model selection in scikit-learn. | Chapter e-8 | | | ||
| + | | Thursday | Multi-class classification ({{wiki:10_multi_class.pdf | slides}}). And here's [[code:multi_class | how to do it]] in scikit-learn. | | | | ||
| + | ^ Week 8: October 13,15 | | | | | ||
| + | | Tuesday | Neural networks and the backpropagation algorithm ({{wiki:11_nn.pdf | slides}}) | Chapter e-7 | | | ||
| + | | Thursday | Neural networks (continued) | | | | ||
| + | | ||
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schedule.txt · Last modified: 2016/12/05 10:38 by asa
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