Multiple Choice Flashcards on 05 NVIDIA-Certified Associate- Accelerated Data...

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Flashcard Practice NVIDIA-Certified Associate: Accelerated Data Science Multiple Choice

A team imputes missing values using statistics computed from the full dataset before splitting train and test data. What is the issue?

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The GPU will reject the imputed values during training The split becomes invalid only when categories are present The model cannot train on imputed numerical columns The test set can influence training data preparation, causing leakage and optimistic metrics

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