AWS SageMaker Notebook Instance

A AWS SageMaker Notebook Instance is a notebook instance managed by AWS SageMaker.

• Context:
  • It can (typically) be accessed via a SageMaker Authoring Service.
  • It can be associated with a:
    • an AWS ARN, such as: arn:aws:sagemaker:us-west-2:413447738596:notebook-instance/notebooik-180207
    • an IAM role ARN, such as: arn:aws:iam::413447738596:role/service-role/AmazonSageMaker-ExecutionRole-20171205T115184
• Example(s):
  • https://us-west-2.console.aws.amazon.com/sagemaker/home?region=us-west-2#/notebook-instances/notebook-180207
• Counter-Example(s):
  • …
• See: AWS SageMaker Training Service, EC2 Instance.

---

---

References

2018

• https://docs.aws.amazon.com/sagemaker/latest/dg/appendix-additional-considerations.html
  • QUOTE: An Amazon SageMaker notebook instance is designed to work best for an individual user. It is designed to give data scientists and other users the most power for managing their development environment. A notebook instance user has root access for installing packages and other pertinent software. We recommend that you exercise judgement when granting individuals access to notebook instances that are attached to a VPC that contains sensitive information. For example, you might grant a user access to a notebook instance with an IAM policy, as in the following example:

{
 "Version": "2012-10-17",
 "Statement": [
  {
     "Effect": "Allow",
     "Action": "sagemaker:CreatePresignedNotebookInstanceUrl",
     "Resource": "arn:aws:sagemaker:region:account-id:notebook-instance/myNotebookInstance"
  }
]
}

---