PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #33
PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #33: Real Exam Question with Answer & Explanation
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Question
You need to write a generic test to verify whether Dense Neural Network (DNN) models automatically released by your team have a sufficient number of parameters to learn the task for which they were built. What should you do?
Options
- ATrain the model for a few iterations, and check for NaN values.
- BTrain the model for a few iterations, and verify that the loss is constant.
- CTrain a simple linear model, and determine if the DNN model outperforms it.
- DTrain the model with no regularization, and verify that the loss function is close to zero.
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