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You are building a deep convolutional neural network (CNN) for image classification. The model shows signs of overfitting. You need to reduce overfitting and converge the model to an optimal fit.
Which two actions should you perform? Each correct answer presents a complete solution.
NOTE: Each correct selection is worth one point.
A
Add an additional dense layer with 512 input units.
B
Add L1/L2 regularization.
C
Use training data augmentation.
D
Reduce the amount of training data.
E
Add an additional dense layer with 64 input units.