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

Operations reports a need to deploy real-time inference behind an endpoint. What is the MOST operationally efficient solution? deploy real-time inference behind an endpoint.

Multiple choice — select one answer

Answer choices

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

Architectural breakdown & explanation

Endpoints serve low-latency predictions.

Correct answer(s): c. SageMaker real-time 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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