PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #168
PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #168: Real Exam Question with Answer & Explanation
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Question
You recently developed a deep learning model. To test your new model, you trained it for a few epochs on a large dataset. You observe that the training and validation losses barely changed during the training run. You want to quickly debug your model. What should you do first?
Options
- AVerify that your model can obtain a low loss on a small subset of the dataset
- BAdd handcrafted features to inject your domain knowledge into the model
- CUse the Vertex AI hyperparameter tuning service to identify a better learning rate
- DUse hardware accelerators and train your model for more epochs
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