Amazon
MLA-C01 · Question #184
A hospital is using an ML model to validate x-ray results. The hospital runs a nightly batch inference job. The hospital needs to produce a daily report about model data quality and model performance.
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ML Solution Monitoring, Maintenance, and Security
Question
A hospital is using an ML model to validate x-ray results. The hospital runs a nightly batch inference job. The hospital needs to produce a daily report about model data quality and model performance. Which solution will meet these requirements?
Options
- ASchedule a monitoring job in Amazon SageMaker Model Monitor. Generate the monitoring results
- BCreate an Amazon CloudWatch dashboard that includes the metrics for processing steps in the
- CUse AWS Glue DataBrew to create a custom recipe job that uses the Numerical Statistics data
- DCreate a SageMaker AI pipeline that includes a QualityCheck step to run monitoring jobs.
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Topics
#Model Monitoring#Data Quality Monitoring#Model Performance Monitoring#SageMaker Model Monitor