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DEA-C01 · Question #48

A data engineer is configuring Amazon SageMaker Studio to use AWS Glue interactive sessions to prepare data for machine learning (ML) models. The data engineer receives an access denied error when the

The correct answer is C. Add the AmazonSageMakerFullAccess managed policy to the data engineer's IAM user.. Amazon SageMaker requires permissions to perform actions on your behalf. By attaching the AmazonSageMakerFullAccess managed policy to the data engineer’s IAM user, you grant the necessary permissions for SageMaker Studio to access AWS Glue and other related services.

Data Security and Governance

Question

A data engineer is configuring Amazon SageMaker Studio to use AWS Glue interactive sessions to prepare data for machine learning (ML) models. The data engineer receives an access denied error when the data engineer tries to prepare the data by using SageMaker Studio. Which change should the engineer make to gain access to SageMaker Studio?

Options

  • AAdd the AWSGlueServiceRole managed policy to the data engineer's IAM user.
  • BAdd a policy to the data engineer's IAM user that includes the sts:AssumeRole action for the AWS
  • CAdd the AmazonSageMakerFullAccess managed policy to the data engineer's IAM user.
  • DAdd a policy to the data engineer's IAM user that allows the sts:AddAssociation action for the

How the community answered

(35 responses)
  • A
    3% (1)
  • B
    9% (3)
  • C
    86% (30)
  • D
    3% (1)

Explanation

Amazon SageMaker requires permissions to perform actions on your behalf. By attaching the AmazonSageMakerFullAccess managed policy to the data engineer’s IAM user, you grant the necessary permissions for SageMaker Studio to access AWS Glue and other related services.

Topics

#IAM#SageMaker Studio#Access Control#Managed Policies

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