How can the data scientist meet this requirements?
Call the CreateNotebookInstanceLifecycleConfig API operation
Create a new SageMaker notebook instance and mount the Amazon Elastic Block Store (Amazon EBS) volume from the original instance
Stop and then restart the SageMaker notebook instance
Call the UpdateNotebookInstanceLifecycleConfig API operation
Explanations:
The CreateNotebookInstanceLifecycleConfig API operation is used to define scripts that run during the creation or lifecycle of a notebook instance, but it doesn’t update the notebook instance to the latest version or security patches.
Creating a new notebook instance and mounting the Amazon EBS volume from the original instance will not ensure the use of the latest software or security updates. The new instance may still require manual software updates.
Stopping and restarting the SageMaker notebook instance triggers an update process where SageMaker applies the latest software and security patches, ensuring compliance with security requirements.
The UpdateNotebookInstanceLifecycleConfig API operation manages lifecycle configurations for the notebook instance, but does not update the instance to the latest software and security versions.
From what I’ve seen, the answer is:
Stop and then restart the SageMaker notebook instance