課程大綱：使用KERAS的深度學習基礎培訓
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
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