How do I troubleshoot notebook scheduling errors in SageMaker AI Studio?

Resolution

Troubleshoot "Unexpected error occurred during creation of job"

If you launch the SageMaker AI Studio domain in VPC Only mode without internet access, then you receive this error.

To resolve this error, verify that you attached the following endpoints to your Amazon Virtual Private Cloud (Amazon VPC):

• Amazon Simple Storage Service (Amazon S3) gateway endpoint
• SageMaker AI endpoint
• Amazon Elastic Compute Cloud (Amazon EC2) endpoint
• Amazon EventBridge endpoint
  Note: Amazon VPC only requires this endpoint when you use job schedules. Job schedules use EventBridge rules to manage schedules and triggers.

Troubleshoot "Access Denied" error

If you get an "Access Denied" error, then make sure that you attached the required trust policy and permissions to your SageMaker AI execution role.