AI-900 Describe fundamental ML principles

Two designs were proposed. Design A would use automated ML for tabular data. Design B would managed ML workspace and pipelines. The team must pick the approach aligned with vendor best practices. Which choice is correct?

Multiple choice — select one answer

Answer choices

  1. a. Azure Machine Learning
  2. b. Manual guess only
  3. c. Azure Machine Learning AutoML
  4. d. No validation (not recommended for production workloads)

Architectural breakdown & explanation

AutoML searches algorithms and hyperparameters. Compare with Azure Machine Learning: Azure ML covers training, deployment, monitoring.

Correct answer(s): c. Azure Machine Learning AutoML

Exam domain: Describe fundamental ML principles (30% weight on the official guide).

Official documentation & study links

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