I am trying to create an IAM role for Sagemaker for a project. While configuring this role, I need to choose the ML activity labeled as “Manage Endpoints.” However, This ML activity does not appear as a choice while configuring the IAM role, even though it is listed in the ML activity reference: https://docs.aws.amazon.com/sagemaker/latest/dg/role-manager-ml-activities.html. Here is a screenshot of the reference
ML activity reference
And here is a screenshot of what appears to me while creating the role:
The options I get while creating the role

I’m looking for a solution for this or maybe an alternative that gives me the required permissions for the role to function properly. Thank you.