NVIDIA-Certified Associate AI Infrastructure and Operations Questions and Answers
200 questions organized by topic with detailed explanations
NVIDIA
NCA-AIIO
200 questions
3 topics
Updated May 2026Essential AI Knowledge
76 questions20 easy36 medium20 hard~38% of exam
In a network capacity planning session, a new team member asks for the most direct documented statement. Which statement...In a network capacity planning session, the team must choose the best documented approach. Which choice best applies the...In a training workload readiness check, the team is reviewing associate-level NVIDIA fundamentals. Which statement best ...
AI Infrastructure
80 questions20 easy40 medium20 hard~40% of exam
In an AI infrastructure planning meeting, the team must choose the best documented approach. Which choice best applies t...In a GPU cluster design session, an architect is matching a requirement to an NVIDIA component. Which choice best applie...In a monitoring dashboard review, the team must analyze the situation before choosing a recommendation. Which recommenda...
AI Operations
44 questions12 easy24 medium8 hard~22% of exam
In a training workload readiness check, an implementation review finds several plausible options. Which recommendation b...In an AI infrastructure planning meeting, an architect is matching a requirement to an NVIDIA component. Which choice be...In a training workload readiness check, the team must choose the best documented approach. Which choice best applies the...
All Questions
| # | Question | Topic | Difficulty |
|---|---|---|---|
| 1 | In an AI infrastructure planning meeting, the team must choose the best documented approach. Which c... | AI Infrastructure | medium |
| 2 | In a GPU cluster design session, an architect is matching a requirement to an NVIDIA component. Whic... | AI Infrastructure | medium |
| 3 | In a monitoring dashboard review, the team must analyze the situation before choosing a recommendati... | AI Infrastructure | hard |
| 4 | In a monitoring dashboard review, an operator is applying NVIDIA guidance to a realistic deployment ... | AI Infrastructure | medium |
| 5 | In a training workload readiness check, an implementation review finds several plausible options. Wh... | AI Operations | hard |
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