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Exam AWS Certified Machine Learning Engineer - Associate MLA-C01 All Questions

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Exam AWS Certified Machine Learning Engineer - Associate MLA-C01 topic 1 question 84 discussion

Exam question from Amazon's AWS Certified Machine Learning Engineer - Associate MLA-C01
Question #: 84
Topic #: 1
[All AWS Certified Machine Learning Engineer - Associate MLA-C01 Questions]

A company needs to create a central catalog for all the company's ML models. The models are in AWS accounts where the company developed the models initially. The models are hosted in Amazon Elastic Container Registry (Amazon ECR) repositories.
Which solution will meet these requirements?

  • A. Configure ECR cross-account replication for each existing ECR repository. Ensure that each model is visible in each AWS account.
  • B. Create a new AWS account with a new ECR repository as the central catalog. Configure ECR cross-account replication between the initial ECR repositories and the central catalog.
  • C. Use the Amazon SageMaker Model Registry to create a model group for models hosted in Amazon ECR. Create a new AWS account. In the new account, use the SageMaker Model Registry as the central catalog. Attach a cross-account resource policy to each model group in the initial AWS accounts.
  • D. Use an AWS Glue Data Catalog to store the models. Run an AWS Glue crawler to migrate the models from the ECR repositories to the Data Catalog. Configure cross-account access to the Data Catalog.
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Suggested Answer: C 🗳️
by a4002bd at Nov. 27, 2024, 4:11 a.m.
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GiorgioGss
Highly Voted 3 months ago
Selected Answer: C
The question asks for a "central catalog" so I believe metadata, lineage tracking are also "included". ECR could not be the solution.
upvoted 5 times
Saransundar
3 months ago
Is it possible to use SageMaker Model Registry to create a model group for models from ECR repos?
upvoted 1 times
Ell89
2 months ago
yes. https://aws.amazon.com/about-aws/whats-new/2023/10/amazon-sagemaker-model-registry-private-model-repositories/
upvoted 1 times
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a4002bd
Most Recent 3 months, 1 week ago
Selected Answer: B
This approach allows you to centralize all models in a single ECR repository, making it easier to manage and access them across different AWS accounts. Cross-account replication ensures that the models are synchronized between the initial repositories and the central catalog, maintaining consistency and availability.
upvoted 1 times
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