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- Lecture Thursday: Deep learning and Neural Networks, developing a code for Neural Networks
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- Video of Lecture at https://youtu.be/yzbxJI6LgL0
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- Lecture Friday: Tensorflow and the mathematics of neural network
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- Video of Lecture at
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- Video of Lecture at https://youtu.be/CPj4mh7M9no
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- Reading recommendations:
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- See lecture notes for week 41 at https://compphysics.github.io/MachineLearning/doc/web/course.html.
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- For neural networks we recommend Goodfellow et al chapters 6 and 7. For CNNs, see Goodfellow et al chapter 9. chapter 11 and 12 on practicalities and applications
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