An AWS IAM Policy for AWS Step Functions to access the Amazon S3 Bucket that contains the training and validation data. The model artifacts will also be uploaded to the Amazon S3 Bucket

stepfunctions-sagemaker-iam-s3-policy.json

{
    "Version": "2012-10-17",
    "Statement": [
        {
            "Action": [
                "s3:ListBucket"
            ],
            "Effect": "Allow",
            "Resource": [
                "arn:aws:s3:::bucketName"
            ]
        },
        {
            "Action": [
                "s3:GetObject",
                "s3:PutObject",
                "s3:DeleteObject"
            ],
            "Effect": "Allow",
            "Resource": [
                "arn:aws:s3:::bucketName/*"
            ]
        }
    ]
}