AAIA AI Operations Practice Question
What is the purpose of 'Containerization' (e.g., Docker) in MLOps?
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
✓
Ensuring environment consistency
Ensures the environment (dependencies, OS) is consistent across development, testing, and production.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Encrypting the model
Why it's wrong here
Not a primary function.
- ✓
Ensuring environment consistency
Why this is correct
Solves 'works on my machine' issues.
- ✗
Reducing data size
Why it's wrong here
Unrelated.
- ✗
Increasing model accuracy
Why it's wrong here
Not an accuracy tool.
About these practice questions
One of 209 original AAIA practice questions on Courseiva, each with a full explanation and wrong-answer analysis — not exam dumps or protected exam content. 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.