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

Operations reports a need to containerize inference for Kubernetes. What is the MOST operationally efficient solution? containerize inference for Kubernetes.

Multiple choice — select one answer

Answer choices

  1. a. SageMaker Asynchronous Inference
  2. b. SageMaker Inference Recommender or EKS hosting
  3. c. SageMaker Batch Transform or scheduled pipelines
  4. d. SageMaker multi-model endpoints

Architectural breakdown & explanation

EKS can host containers built for SageMaker.

Correct answer(s): b. SageMaker Inference Recommender or EKS hosting

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

Official documentation & study links

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