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schedule [2015/11/02 16:42] anderson created |
schedule [2016/01/26 14:03] anderson |
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====== Schedule ====== | ====== Schedule ====== | ||
+ | Follow this link to view all [[https:// | ||
+ | == Announcements == | ||
+ | |||
+ | Assignment 1 (A1) is now due Friday, January 29th, at 10 PM. | ||
+ | |||
+ | == January == | ||
+ | |||
+ | |< 100% 20% 20% 20% 30% 10% >| | ||
+ | ^ Week ^ Topic ^ Material | ||
+ | | Week 1:\\ Jan 19 - Jan 22 | Overview. Intro to machine learning. Python. | ||
+ | | Week 2:\\ Jan 25 - Jan 29 | Probability distributions and regression. | ||
+ | |||
+ | == February == | ||
+ | |||
+ | |< 100% 20% 20% 20% 30% 10% >| | ||
+ | ^ Week ^ Topic ^ Material | ||
+ | | Week 3:\\ Feb 1 - Feb 5 | Nonlinear regression with neural networks. | ||
+ | | Week 4:\\ Feb 8 - Feb 12 | Recurrent neural networks. | ||
+ | | Week 5:\\ Feb 15 - Feb 19 | Classification, | ||
+ | | Week 6:\\ Feb 22 - Feb 26 | Classification, | ||
+ | |||
+ | == March == | ||
+ | |||
+ | |< 100% 20% 20% 20% 30% 10% >| | ||
+ | ^ Week ^ Topic ^ Material | ||
+ | | Week 7:\\ Feb 29 - Mar 5 | Classification with neural networks. | ||
+ | | Week 8:\\ Mar 7 - Mar 11 | Convolutional, | ||
+ | | Mar 14 - Mar 18 | Spring Break! | ||
+ | | Week 9:\\ Mar 21 - Mar 25 | Nonparametric methods. | ||
+ | | Week 10:\\ Mar 28 - Apr 1 | Dimensionality reduction. | ||
+ | |||
+ | == April == | ||
+ | |||
+ | |< 100% 20% 20% 20% 30% 10% >| | ||
+ | ^ Week ^ Topic ^ Material | ||
+ | | Week 11:\\ Apr 4 - Apr 8 | Clustering | ||
+ | | Week 12:\\ Apr 11 - Apr 15 | Support vector machines. | ||
+ | | Week 13:\\ Apr 18 - Apr 22 | Reinforcement learning. | ||
+ | | Week 14:\\ Apr 25 - Apr 29 | Multiple models. | ||
+ | |||
+ | == May == | ||
+ | |||
+ | |< 100% 20% 20% 20% 30% 10% >| | ||
+ | ^ Week ^ Topic ^ Material | ||
+ | | Week 15:\\ May 2 - May 6 | | | | ||