Kanal
Python SoSe 2020
Stefano Piemonte
1 - First introduction to Python
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10 - MNIST and tensorflow
Stefano Piemonte
11 - Machine learning and softmax regression
Stefano Piemonte
12 - Keras and neural networks
Stefano Piemonte
13 - Principal component analysis
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14 - PCA and vector spaces
Stefano Piemonte
15 - Neurons and neural networks
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16 - Convolutional neural networks
Stefano Piemonte
17 - ResNet
Stefano Piemonte
18 - Introduction to reinforcement learning
Stefano Piemonte
19 - Reinforcement learning
Stefano Piemonte
2 - Functions and decorators
Stefano Piemonte
3 - Classes
Stefano Piemonte
4 - Inheritance
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5 - Classes as instances of type
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6 - Metaclasses, iterators, singleton
Stefano Piemonte
7 - Decorator pattern and numba
Stefano Piemonte
8 - Numpy and numba
Stefano Piemonte
9 - Zeros, maxima and minima of a function