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MLA-C01 Domain 3: Deployment and Orchestration of ML Workflows

For cost and security, the team must use infrastructure as code for SageMaker resources. What is the recommended approach? use infrastructure as code for SageMaker resources.

Multiple choice — select one answer

Answer choices

  1. a. SageMaker Inference Recommender or EKS hosting
  2. b. SageMaker Asynchronous Inference
  3. c. SageMaker multi-model endpoints
  4. d. CloudFormation or CDK for SageMaker

Architectural breakdown & explanation

IaC codifies ML infrastructure.

Correct answer(s): d. CloudFormation or CDK for SageMaker

Exam domain: Domain 3: Deployment and Orchestration of ML Workflows (24% weight on the official guide).

Official documentation & study links

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