DP-100 · Question #92
DP-100 Question #92: Real Exam Question with Answer & Explanation
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Question
You are a data scientist building a deep convolutional neural network (CNN) for image classification. The CNN model you built 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.
Options
- AReduce the amount of training data.
- BAdd an additional dense layer with 64 input units
- CAdd L1/L2 regularization.
- DUse training data augmentation
- EAdd an additional dense layer with 512 input units.
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