About This Flashcard Deck
This flashcard deck contains 5 cards covering key Monitoring and Security concepts for the MLA-C01 exam. Cards for MLA-C01 Model Monitor, CloudWatch, IAM, KMS, VPC endpoints, and production maintenance. Use active recall by attempting to answer each question before revealing the answer. Research shows that flashcard-based active recall is one of the most effective study techniques for certification exams.
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
Q: What does SageMaker Model Monitor compare production data against?
A: A baseline created from representative data.
Q: Which service stores endpoint metrics and alarms?
A: Amazon CloudWatch.
Q: Which service controls encryption keys for model artifacts?
A: AWS Key Management Service (KMS).
Q: Which IAM role does SageMaker use to access training data and write artifacts?
A: A SageMaker execution role.
Q: What is data drift?
A: A change in production input data distribution compared with the training or baseline data.