AWS Certified Machine Learning - Specialty MLS-C01 — Topic 1 Question 40

Question

A Machine Learning team uses Amazon SageMaker to train an Apache MXNet handwritten digit classifier model using a research dataset. The team wants to receive a notification when the model is overfitting. Auditors want to view the Amazon SageMaker log activity report to ensure there are no unauthorized API calls. What should the Machine Learning team do to address the requirements with the least amount of code and fewest steps?

Accepted Answer

Correct answer: B. The correct answer is B. Option B: Use AWS CloudTrail to log Amazon SageMaker API calls to Amazon S3. Add code to push a custom metric to Amazon CloudWatch. Create an alarm in CloudWatch with Amazon SNS to receive a notification when the model is overf... Amazon S3 provides durable, scalable object storage that is fully managed. Amazon SNS is a managed pub/sub service for fan-out notifications to many subscribers. Amazon SageMaker builds, trains and deploys machine learning models in a fully managed service.

AWS Certified Machine Learning - Specialty MLS-C01 — Question 40