Exam AWS Certified Data Engineer - Associate DEA-C01 All Questions

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Exam AWS Certified Data Engineer - Associate DEA-C01 topic 1 question 77 discussion

Exam question from Amazon's AWS Certified Data Engineer - Associate DEA-C01

Question #: 77
Topic #: 1

[All AWS Certified Data Engineer - Associate DEA-C01 Questions]

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?

A. Add the AWSGlueServiceRole managed policy to the data engineer's IAM user.
B. Add a policy to the data engineer's IAM user that includes the sts:AssumeRole action for the AWS Glue and SageMaker service principals in the trust policy.
C. Add the AmazonSageMakerFullAccess managed policy to the data engineer's IAM user.
D. Add a policy to the data engineer's IAM user that allows the sts:AddAssociation action for the AWS Glue and SageMaker service principals in the trust policy.

Show Suggested Answer

Suggested Answer: B 🗳️

by rralucard_ at Feb. 2, 2024, 2:23 p.m.

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Comments

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tgv

Highly Voted 1 year, 1 month ago

Selected Answer: B

I don't believe you're supposed to assign a FullAccess policy, so I will go with B.

upvoted 6 times

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GiorgioGss

Highly Voted 1 year, 3 months ago

Selected Answer: B

I will go with B since you can get access denied even with the AmazonSageMakerFullAccess. See here: https://stackoverflow.com/questions/64709871/aws-sagemaker-studio-createdomain-access-error

upvoted 5 times

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mohamedTR

Most Recent 8 months, 3 weeks ago

Selected Answer: B

B. the engineer needs to assume specific roles to allow interaction between these services. The sts:AssumeRole action is necessary for this purpose

upvoted 1 times

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junrun3

10 months, 1 week ago

Selected Answer: C

B, this approach involves setting up the trust relationship for roles. It is not a typical requirement for resolving access issues with SageMaker Studio directly.

upvoted 2 times

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LR2023

11 months, 2 weeks ago

OPtion A https://docs.aws.amazon.com/glue/latest/dg/glue-is-security.html

upvoted 1 times

LR2023

11 months, 2 weeks ago

and You can attach AWSGlueServiceRole to your users, groups, and roles.

upvoted 2 times

LR2023

9 months ago

Sorry changed my mind option B makes most sense

upvoted 2 times

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Christina666

1 year, 2 months ago

Selected Answer: C

SageMaker Permissions: The AmazonSageMakerFullAccess managed policy provides broad permissions for using Amazon SageMaker features, including SageMaker Studio and the ability to interact with other AWS services like AWS Glue. Least Privilege: While this policy is quite permissive, it's the most direct solution to the immediate access issue. After resolving the error, you can refine permissions for a more granular approach.

upvoted 1 times

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lucas_rfsb

1 year, 2 months ago

Selected Answer: C

I will go with C

upvoted 3 times

nyaopoko

1 year, 2 months ago

Option A (AWSGlueServiceRole managed policy) is not relevant, as this policy is intended for the AWS Glue service itself, not for users accessing SageMaker Studio. Option B (adding a policy with sts:AssumeRole action) is not necessary, as SageMaker handles the role assumption process internally. Option D (sts:AddAssociation action) is not a valid action and is not required for accessing SageMaker Studio or using AWS Glue interactive sessions.

upvoted 2 times

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fceb2c1

1 year, 3 months ago

https://repost.aws/knowledge-center/sagemaker-featuregroup-troubleshooting

upvoted 1 times

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damaldon

1 year, 3 months ago

Ans. C https://docs.aws.amazon.com/aws-managed-policy/latest/reference/AmazonSageMakerFullAccess.html

upvoted 2 times

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atu1789

1 year, 4 months ago

Selected Answer: B

B. Add a policy to the data engineer’s IAM user that includes the sts:AssumeRole action for the AWS Glue and SageMaker service principals in the trust policy. • This is the most appropriate solution. The sts:AssumeRole action allows the data engineer’s IAM user to assume a role that has the necessary permissions for both AWS Glue and SageMaker. This is a common approach for granting cross-service access in AWS.

upvoted 2 times

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rralucard_

1 year, 4 months ago

Selected Answer: C

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.

upvoted 3 times

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