AIF-C01 Domain 1: Fundamentals of AI and ML

During peak traffic, the platform team must run batch inference on large datasets without managing servers. What should they do FIRST? run batch inference on large datasets without managing servers.

Multiple choice — select one answer

Answer choices

  1. a. Amazon Polly
  2. b. Amazon SageMaker Pipelines
  3. c. Amazon SageMaker Canvas or Autopilot
  4. d. Amazon SageMaker Batch Transform

Architectural breakdown & explanation

Batch Transform runs predictions on large datasets asynchronously.

Correct answer(s): d. Amazon SageMaker Batch Transform

Exam domain: Domain 1: Fundamentals of AI and ML (20% weight on the official guide).

Official documentation & study links

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