AAIA AI Operations Practice Question
In SageMaker, what is the role of an 'Endpoint Configuration'?
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Defines model variants and compute resources
Defines the model, instance type, and traffic distribution (variants) for the production endpoint.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Defines the database password
Why it's wrong here
Security credential, not config.
- ✗
Defines the data cleaning logic
Why it's wrong here
Pipeline logic.
- ✓
Defines model variants and compute resources
Why this is correct
Controls how the model is deployed.
- ✗
Defines the training budget
Why it's wrong here
Business parameter.
About these practice questions
This AAIA question is part of Courseiva's 209-question bank — original exam-style content with full explanations and wrong-answer analysis, never real exam questions or exam dumps. Learn why practice questions differ from exam dumps →
JA
Written and reviewed by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
Last reviewed August 2026 · checked against the official ISACA exam blueprint
This AAIA practice question is part of Courseiva's free ISACA certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AAIA exam.