Which service can the data scientists use to access the logs for this error?

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A healthcare company wants to create a machine learning (ML) model to predict patient outcomes.A data science team developed an ML model by using a custom ML library.The company wants to use Amazon SageMaker to train this model.The data science team creates a custom SageMaker image to train the model.When the team tries to launch the custom image in SageMaker Studio, the data scientists encounter an error within the application.

Which service can the data scientists use to access the logs for this error?

Amazon S3

Amazon Elastic Block Store (Amazon EBS)

AWS CloudTrail

Amazon CloudWatch

Explanations:

Amazon S3 is primarily a storage service used for storing and retrieving any amount of data. It does not provide direct access to logs related to errors or events generated by services like SageMaker.

Amazon Elastic Block Store (EBS) provides block storage for use with Amazon EC2 instances. While it can store data, it is not specifically designed for accessing logs from AWS services, including SageMaker.

AWS CloudTrail is used for tracking user activity and API usage across AWS infrastructure. It logs events but does not capture specific application errors or logs from services like SageMaker.

Amazon CloudWatch is a monitoring and logging service that collects and tracks metrics, collects log files, and sets alarms. It is the appropriate service for accessing logs related to errors encountered in SageMaker, including custom images.

2025-01-10

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