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start [2023/08/11 12:15] – [August] anderson | start [2023/09/04 21:17] – external edit 127.0.0.1 | ||
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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 | Confidence intervals. Introduction to neural networks. | [[https:// |
- | | Week 4:\\ Sept 12, 14 | Optimizers. | + | | Week 4:\\ Sept 12, 14 |
| Week 5:\\ Sept 19, 21 | Introduction to classification. | | Week 5:\\ Sept 19, 21 | Introduction to classification. | ||
| Week 6:\\ Sept 26, 28 | Classification. Convolutional neural networks. | | Week 6:\\ Sept 26, 28 | Classification. Convolutional neural networks. |
start.txt · Last modified: 2024/05/20 17:22 by 127.0.0.1