SAP-C02 Domain 2: Design for New Solutions

For cost and security, the team must design ML platform for many teams. What is the recommended approach? design ML platform for many teams.

Multiple choice — select one answer

Answer choices

  1. a. SageMaker Studio domains with separate VPC and roles
  2. b. Route 53 + CloudFront + multi-Region ALB
  3. c. Amazon EventBridge with cross-account buses
  4. d. Sharding workloads by cell (account/VPC/Region)

Architectural breakdown & explanation

Multi-tenant ML platforms need account/VPC isolation.

Correct answer(s): a. SageMaker Studio domains with separate VPC and roles

Exam domain: Domain 2: Design for New Solutions (29% weight on the official guide).

Official documentation & study links

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