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

What is the MOST appropriate AWS solution to deploy real-time inference behind an endpoint?

Multiple choice — select one answer

Answer choices

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

Architectural breakdown & explanation

Endpoints serve low-latency predictions.

Correct answer(s): a. 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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