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課程目錄: 使用KERAS的深度學(xué)習(xí)基礎(chǔ)培訓(xùn)

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使用KERAS的深度學(xué)習(xí)基礎(chǔ)培訓(xùn)

 

 

 

Module 1 - Introduction to Deep Learning

- Introduction to Deep Learning

- Biological Neural Networks

- Artificial Neural Networks - Forward Propagation Module

2 - Artificial Neural Networks

- Gradient Descent

- Backpropagation

- Vanishing Gradient

- Activation FunctionsModule

3 - Deep Learning Libraries

- Introduction to Deep Learning Libraries

- Regression Models with Keras

- Classification Models with KerasModule

4 - Deep Learning Models

- Shallow and Deep Neural Networks

- Convolutional Neural Networks

- Recurrent Neural Networks

- Autoencoders