
Free diagnostic practice
NVIDIA Certified Professional - AI Operations
The NVIDIA Certified Professional - AI Operations certification is a high-level technical credential designed to validate the ability to manage the entire lifecycle of AI infrastructure
- 120 min
- 70% to pass
- 60 bank questions
- 4 domains
Exam syllabus, organized by domain
The official NVIDIA blueprint, with the real weight each domain carries on test day.
Try a real question
Answer one question from the live bank. Grading happens on our servers, so the answer key never reaches the page.
Try a real question
Sample NVIDIA Certified Professional - AI Operations exam question
Answer this question the same way you would on exam day. No sign-up needed — one random question, three tries to swap it out.
After running the diagnostic command in the code block, you discover that eight GPUs are split across two NUMA domains and peer-to-peer links are not available across the split. What should this indicate to an AI operations engineer?
nvidia-smi topo -mExam facts at a glance
Every figure below comes from the certification record or from the question bank itself.
- Time limit
- 120 minutes
- Passing score
- 70%
- Domains
- 4
- Questions in our bank
- 60
- Level
- PROFESSIONAL
- Measured complexity
- 2.0 / 10
- Question mix
- 21 single · 21 multi · 18 interactive
Where the hard questions actually are
We score every question in the bank 1-10 on a reproducible formula. Below is the per-domain breakdown.
- AI Cluster Installation and Deployment Skills18 questions · complexity 2.0/10 · Gentle
33% multi-select · 0% scenario · 33% interactive
- Cluster Administration14 questions · complexity 2.0/10 · Gentle
36% multi-select · 0% scenario · 29% interactive
- Troubleshooting and Optimization14 questions · complexity 2.0/10 · Gentle
36% multi-select · 0% scenario · 29% interactive
- Workload Management14 questions · complexity 2.0/10 · Gentle
36% multi-select · 0% scenario · 29% interactive
Read the questions before you take them
The question bank with the correct answer and a written explanation for every item.
Frequently asked questions
What you need to know before attempting the NVIDIA Certified Professional - AI Operations certification.