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

An audit found gaps: the organization must schedule batch scoring nightly. Which option addresses this? schedule batch scoring nightly.

Multiple choice — select one answer

Answer choices

  1. a. SageMaker real-time endpoints
  2. b. SageMaker Batch Transform or scheduled pipelines
  3. c. CloudFormation or CDK for SageMaker
  4. d. Real-time endpoint for huge batch

Architectural breakdown & explanation

Batch Transform efficiently scores large datasets.

Correct answer(s): b. SageMaker Batch Transform or scheduled pipelines

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

Official documentation & study links

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