AWS Educate账号使用SageMaker训练模型遇权限拒绝错误求解决方案

Hey there, let's work through this SageMaker access error you're hitting. That explicit denial for sagemaker:CreateTrainingJob usually ties to AWS Educate's restricted account policies, so here are the actionable steps to fix it:

1. Check your SageMaker Execution Role's permissions #

First, take a look at the IAM role AmazonSageMaker-ExecutionRole-20200830T040703 that SageMaker is using for the training job:

• Log into your AWS Educate console, navigate to the IAM service.
• Locate the role and review all attached policies. The key thing to spot is any explicit Deny statement targeting sagemaker:CreateTrainingJob—this is almost certainly the root cause, since Deny rules override any Allow permissions.
• Also confirm there's an Allow policy that includes the sagemaker:CreateTrainingJob action (though fixing the Deny will be the priority here).

2. Request permission changes from your AWS Educate admin #

AWS Educate student accounts are locked down by default, and you won't have the ability to modify IAM roles or policies on your own. Reach out to your course instructor or AWS Educate program administrator:

• Share the full error message with them, including the role ARN and training job resource ARN.
• Ask them to either remove the explicit Deny for sagemaker:CreateTrainingJob from your execution role, or attach a policy that explicitly allows this action (remember, Deny always takes precedence over Allow).

3. Confirm AWS Educate program limitations #

Some AWS Educate environments restrict certain SageMaker operations to control costs. Make sure creating training jobs is allowed in your specific program—your admin can verify this and adjust the account's service limits if necessary.

内容的提问来源于stack exchange，提问作者Sarah Lotfy