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start [2022/11/30 11:07] – [October] anderson | — | ||
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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, 256 | Overview of course. Review of neural networks training and use. | [[https:// | ||
- | | Week 2:\\ Aug 30, Sept 1 | Thursday lecture cancelled. Please watch pre-recorded lecture in Echo360. Quiz1 and A1 questions. 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 | Introduction to Neural Networks | ||
- | | Week 4:\\ Sept 13, 15\\ | ||
- | | Week 5:\\ Sept 20, 22 | Optimizers. Autoencoders. | ||
- | | Week 6:\\ Sept 27, 29 | A3. Classification | ||
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- | ===== October ===== | ||
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- | |< 100% 18% 20% 22% 20% 20% >| | ||
- | ^ Week ^ Topic ^ Material | ||
- | | Week 7:\\ Oct 4, 6 | Classification. Convolutional neural networks. | ||
- | | Week 8:\\ Oct 11, 13 | Pytorch. Convolutional neural nets | [[https:// | ||
- | | Week 9:\\ Oct 18, 20 | Convolutional Neural Nets in Pytorch. Reinforcement Learnirng | ||
- | | Week 10:\\ Oct 25, 27 | Reinforcement Learning | ||
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- | ===== November ===== | ||
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- | |< 100% 18% 20% 22% 20% 20% >| | ||
- | ^ Week ^ Topic ^ Material | ||
- | | Week 11:\\ Nov 1, 3 | Reinforcement Learning for control dynamical systems. | ||
- | | Week 12:\\ Nov 8, 10 | Brain-Computer Interfaces. Linear dimensionality reduction. | [[https:// | ||
- | | Week 13:\\ Nov 15, 17 | Recurrent neural networks. | ||
- | | Fall Break:\\ Nov 21-25 | | ||
- | | Week 14:\\ <color red> | ||
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- | ===== December ===== | ||
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- | |< 100% 18% 20% 22% 20% 20% >| | ||
- | ^ Week ^ Topic ^ Material | ||
- | | Week 15:\\ Dec 6, 8 | GTA Saira Jabeen summarizes her research. Introduction to Transformers | ||
- | | Dec 12-16 | Final Exam Week | No Exams in this course | ||
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start.txt · Last modified: 2023/12/07 09:17 by 127.0.0.1