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

What is the MOST appropriate AWS solution to deploy multiple models behind one endpoint?

Multiple choice — select one answer

Answer choices

  1. a. SageMaker Pipelines with CodePipeline
  2. b. SageMaker production variants with traffic weights
  3. c. SageMaker multi-model endpoints
  4. d. SageMaker Asynchronous Inference

Architectural breakdown & explanation

Multi-model endpoints share infrastructure.

Correct answer(s): c. SageMaker multi-model endpoints

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

Official documentation & study links

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