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start [2023/09/13 17:44] – external edit 127.0.0.1 | start [2023/10/11 12:43] – external edit 127.0.0.1 | ||
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^ Week ^ Topic ^ Lecture Notes ^ Reading | ^ Week ^ Topic ^ Lecture Notes ^ Reading | ||
| Week 3:\\ Sept 5, 7\\ Chuck' | | Week 3:\\ Sept 5, 7\\ Chuck' | ||
- | | Week 4:\\ Sept 12, 14 | Design of NeuralNetwork class. Optimizers. | + | | Week 4:\\ Sept 12, 14 | Design of NeuralNetwork class. Optimizers. |
- | | Week 5:\\ Sept 19, 21 | Introduction to classification. | | | [[https:// | + | | Week 5:\\ Sept 19, 21 | Using optimizers. | [[https:// |
- | | Week 6:\\ Sept 26, 28 | Classification. Convolutional neural networks. | | | | + | | Week 6:\\ Sept 26, 28 | Early stopping (new version of optimizers). A3. Introduction to classification. |
===== October ===== | ===== October ===== | ||
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|< 100% 18% 20% 22% 20% 20% >| | |< 100% 18% 20% 22% 20% 20% >| | ||
^ 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 with QDA, LDA, and linear logistic regression. | [[https:// |
- | | Week 8:\\ Oct 10, 12 | More convolutional neural networks. | | | | + | | Week 8:\\ Oct 10, 12 | Classification with Nonlinear Logistic Regression. Introduction to Reinforcement Learning. | [[https:// |
- | | Week 9:\\ Oct 17, 19 | Introduction to reinforcement leanring. Learning to play games. | | | | + | | Week 9:\\ Oct 17, 19 | Reinforcement learning. Learning to play games. | | | [[https:// |
| Week 10:\\ Oct 24, 26 | Reinforcement learning for control of dynamic systems. | | Week 10:\\ Oct 24, 26 | Reinforcement learning for control of dynamic systems. | ||
start.txt · Last modified: 2024/05/20 17:22 by 127.0.0.1