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MLA-C01 · Question #76
MLA-C01 Question #76: Real Exam Question with Answer & Explanation
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ML Solution Monitoring, Maintenance, and Security
Question
An ML engineer needs to deploy ML models to get inferences from large datasets in an asynchronous manner. The ML engineer also needs to implement scheduled monitoring of the data quality of the models. The ML engineer must receive alerts when changes in data quality occur. Which solution will meet these requirements?
Options
- ADeploy the models by using scheduled AWS Glue jobs. Use Amazon CloudWatch alarms to
- BDeploy the models by using scheduled AWS Batch jobs. Use AWS CloudTrail to monitor the data
- CDeploy the models by using Amazon Elastic Container Service (Amazon ECS) on AWS Fargate.
- DDeploy the models by using Amazon SageMaker batch transform. Use SageMaker Model Monitor
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Topics
#SageMaker Batch Transform#SageMaker Model Monitor#Data Quality Monitoring#Asynchronous Inference