Deep Neural Networks
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01. Intro to Deep Neural Networks
02. Quiz: Number of Parameters
03. Linear Models are Limited
04. Quiz: Rectified Linear Units
05. Network of ReLUs
06. 2-Layer Neural Network
07. Quiz: TensorFlow ReLUs
08. No Neurons
09. The Chain Rule
10. Backprop
11. Deep Neural Network in TensorFlow
12. Training a Deep Learning Network
13. Save and Restore TensorFlow Models
14. Finetuning
15. Regularization Intro
16. Regularization
17. Regularization Quiz
18. Dropout
19. Dropout Pt. 2
20. Quiz: TensorFlow Dropout
21. Lab: Tensorflow Deep Neural Network
22. Jupyter Workspace - DNN
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03. Linear Models are Limited
Linear Models Are Limited