AAIA AI Operations Practice Question
When using DVC (Data Version Control) in an AI project, what is the best practice to ensure the 'data version' is immutable for audit purposes?
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
✓
Commit .dvc files to git
Committing the '.dvc' file (which contains a hash of the data) to Git ensures that the specific data version is locked to the code version.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Use absolute file paths
Why it's wrong here
Breaks portability.
- ✓
Commit .dvc files to git
Why this is correct
Ensures the data state is tracked alongside code.
- ✗
Disable data caching
Why it's wrong here
Performance impact, not audit control.
- ✗
Store data on local drive
Why it's wrong here
Local storage is not reproducible.
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.