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

Operations reports a need to deploy multiple models behind one endpoint. What is the MOST operationally efficient solution? deploy multiple models behind one endpoint.

Multiple choice — select one answer

Answer choices

  1. a. SageMaker real-time endpoints
  2. b. SageMaker Batch Transform or scheduled pipelines
  3. c. SageMaker Pipelines with CodePipeline
  4. d. SageMaker multi-model endpoints

Architectural breakdown & explanation

Multi-model endpoints share infrastructure.

Correct answer(s): d. 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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