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Question
What does SageMaker Model Monitor compare production data against?
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Answer
A baseline created from representative data.
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All Monitoring and Security Flashcards
1
Q: What does SageMaker Model Monitor compare production data against?
A: A baseline created from representative data.
2
Q: Which service stores endpoint metrics and alarms?
A: Amazon CloudWatch.
3
Q: Which service controls encryption keys for model artifacts?
A: AWS Key Management Service (KMS).
4
Q: Which IAM role does SageMaker use to access training data and write artifacts?
A: A SageMaker execution role.
5
Q: What is data drift?
A: A change in production input data distribution compared with the training or baseline data.