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start [2023/07/18 14:09] – external edit 127.0.0.1 | start [2023/09/24 13:55] – [September] anderson | ||
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^ Week ^ Topic ^ Lecture Notes ^ Reading | ^ Week ^ Topic ^ Lecture Notes ^ Reading | ||
- | | Week 1:\\ Aug 22, 24 | Course overview. Jupyter notebooks. | + | | Week 1:\\ Aug 22, 24 | Course overview. Jupyter notebooks. |
- | | Week 2:\\ Aug 29, 30 | + | | Week 2:\\ Aug 29, 31 | Jupyter notebook animations. Optimization algorithms. Simple linear and nonlinear models. |
===== September ===== | ===== September ===== | ||
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^ Week ^ Topic ^ Lecture Notes ^ Reading | ^ Week ^ Topic ^ Lecture Notes ^ Reading | ||
- | | Week 3:\\ Sept 5, 7 | Python clases. Design of NeuralNetwork class. | + | | Week 3:\\ Sept 5, 7\\ Chuck' |
- | | Week 4:\\ Sept 12, 14 | Optimizers. | + | | Week 4:\\ Sept 12, 14 |
- | | Week 5:\\ Sept 19, 21 | Introduction to classification. | | | | + | | Week 5:\\ Sept 19, 21 | Using optimizers. | [[https:// |
- | | Week 6:\\ Sept 26, 28 | Classification. Convolutional neural networks. | | | | + | | Week 6:\\ Sept 26, 28\\ No on-campus lectures. Thursday lecture live through this [[https:// |
===== October ===== | ===== October ===== | ||
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^ Week ^ Topic ^ Lecture Notes ^ Reading | ^ Week ^ Topic ^ Lecture Notes ^ Reading | ||
- | | Week 7:\\ Oct 3, 5 | Introduction to Jax and Pytorch. | | | | + | | Week 7:\\ Oct 3, 5 | Classification. Convolutional Networks. | | | [[https:// |
| Week 8:\\ Oct 10, 12 | More convolutional neural networks. | | Week 8:\\ Oct 10, 12 | More convolutional neural networks. | ||
| Week 9:\\ Oct 17, 19 | Introduction to reinforcement leanring. Learning to play games. | | | | | Week 9:\\ Oct 17, 19 | Introduction to reinforcement leanring. Learning to play games. | | | |
start.txt · Last modified: 2024/05/20 17:22 by 127.0.0.1