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- | /*** | ||
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- | To use jupyter notebooks on our CS department machines, you must add this line to your .bashrc file: | ||
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- | export PATH=/ | ||
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- | ***/ | ||
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- | The following schedule is **tentative and is being updated**. | ||
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- | Please send your suggestions regarding lecture topics to Chuck using [[https:// | ||
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- | ===== August ===== | ||
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- | |< 100% 18% 20% 22% 20% 20% >| | ||
- | ^ Week ^ Topic ^ Material | ||
- | | Week 1:\\ Aug 23, 25 | Overview of course. Review of neural networks training and use. | [[http:// | ||
- | | Week 2:\\ Aug 30, Sept 1 | Regression with neural networks. | ||
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- | ===== September ===== | ||
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- | |< 100% 18% 20% 22% 20% 20% >| | ||
- | ^ Week ^ Topic ^ Material | ||
- | | Week 3:\\ Sept 6, 8 | A1 questions. Optimizers. Neural Network class. | ||
- | | Week 4:\\ Sept 13, 15 | A2. Autoencoders. Classification. | ||
- | | Week 5:\\ Sept 20, 22 | Classification. | ||
- | | Week 6:\\ Sept 27, 29 | | [[http:// | ||
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- | ===== October ===== | ||
- | |||
- | |< 100% 18% 20% 22% 20% 20% >| | ||
- | ^ Week ^ Topic ^ Material | ||
- | | Week 7:\\ Oct 4, 6 | Convolutional neural networks. | ||
- | | Week 8:\\ Oct 11, 13 | Pytorch. Convolutional neural nets | [[http:// | ||
- | | Week 9:\\ Oct 18, 20 | Reinforcement Learning | ||
- | | Week 10:\\ Oct 25, 27 | Reinforcement Learning | ||
- | |||
- | ===== November ===== | ||
- | |||
- | |< 100% 18% 20% 22% 20% 20% >| | ||
- | ^ Week ^ Topic ^ Material | ||
- | | Week 11:\\ Nov 1, 3 | Transfer learning in Reinforcement Learning.\\ Brain-Computer Interfaces | ||
- | | Week 12:\\ Nov 8, 10 | BCI. Recurrent Neural Networks. | [[http:// | ||
- | | Week 13:\\ Nov 15, 17 | K-means clustering. K-nearest-neighbor classification. Support Vector Machines. | ||
- | | Week 14:\\ Nov 29, Dec 1 | Introduction to Transformers | ||
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- | ===== December ===== | ||
- | |||
- | |< 100% 18% 20% 22% 20% 20% >| | ||
- | ^ Week ^ Topic ^ Material | ||
- | | Week 15:\\ Dec 6, 8 | Transformers: | ||
- | | Dec 12-16 | Final Exam Week | No Exams in this course | ||
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start.txt · Last modified: 2024/09/19 10:43 by anderson