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start [2017/03/18 22:34] 127.0.0.1 external edit |
start [2017/05/25 14:15] anderson [Announcements] |
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- | **Feb 27:** In the Schedule next to the A2 assignment you will find a link to good examples of reports submitted for A2. | + | Lecture videos |
- | Lecture videos | + | /* |
+ | are available at this [[https:// | ||
+ | */ | ||
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| Week 5:\\ Feb 13 - Feb 17 | Neural Networks | | Week 5:\\ Feb 13 - Feb 17 | Neural Networks | ||
| Week 6:\\ Feb 20 - Feb 24 | Neural Networks. Autoencoders. Guest lectures by our GTA, Jake Lee. | [[http:// | | Week 6:\\ Feb 20 - Feb 24 | Neural Networks. Autoencoders. Guest lectures by our GTA, Jake Lee. | [[http:// | ||
- | | Week 7:\\ Feb 27 - Mar 3 | Recurrent Neural Networks.\\ Conditional probabilities and Bayes Rule | [[http:// | + | | Week 7:\\ Feb 27 - Mar 3 | Recurrent Neural Networks.\\ Conditional probabilities and Bayes Rule | [[http:// |
===== March ===== | ===== March ===== | ||
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| Week 8:\\ Mar 6 - Mar 10 | Classification. LDA and QDA. Linear and Nonlinear Logistic Regression. | | Week 8:\\ Mar 6 - Mar 10 | Classification. LDA and QDA. Linear and Nonlinear Logistic Regression. | ||
| Week 9:\\ Mar 20, Mar 24\\ <color red>No class March 22nd.</ | | Week 9:\\ Mar 20, Mar 24\\ <color red>No class March 22nd.</ | ||
- | | Week 10:\\ Mar 27 - Mar 31 | Convolutional Neural Networks. | + | | Week 10:\\ Mar 27 - Mar 31 | Convolutional Neural Networks. Reinforcement Learning. | [[http:// |
===== April ===== | ===== April ===== | ||
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|< 100% 10% 20% 30% 20% 20% >| | |< 100% 10% 20% 30% 20% 20% >| | ||
^ Week ^ Topic ^ Material | ^ Week ^ Topic ^ Material | ||
- | | Week 11:\\ Apr 3 - Apr 7 | + | | Week 11:\\ Apr 3 - Apr 7 |
- | | Week 12:\\ Apr 10 - Apr 14 | | | | | | + | | Week 12:\\ Apr 10 - Apr 14 | Neural networks as Q functions. |
- | | Week 13:\\ Apr 17 - Apr 21 | | | | | | + | | Week 13:\\ Apr 17 - Apr 21 | Unsupervised Learning. Dimensionality reduction. |
- | | Week 14:\\ Apr 24 - Apr 28 | | | | | | + | | Week 14:\\ Apr 24 - Apr 28 | Nonparametric Classification Algorithms |
===== May ===== | ===== May ===== | ||
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|< 100% 10% 20% 30% 20% 20% >| | |< 100% 10% 20% 30% 20% 20% >| | ||
^ Week ^ Topic ^ Material | ^ Week ^ Topic ^ Material | ||
- | | Week 15:\\ May 1 - May 5 | + | | Week 15:\\ May 1 - May 5 |
+ | | Finals Week:\\ May 8 - May 11 | | ||