Comprehensive exam prep for the NVIDIA Certified Associate: AI Infrastructure and Operations (NCA-AIIO)
This repository contains structured study notes, diagrams, screenshots from the official NVIDIA training course, and real-world field experience notes — all mapped to the three official exam domains.
| Section | Content |
|---|---|
| 00 Exam Overview | Format, registration, study strategy, domain blueprint |
| Domain 1 — Essential AI Knowledge (38%) | Software stack, training vs inference, AI/ML/DL, GPU architectures, NVIDIA solutions |
| Domain 2 — AI Infrastructure (40%) | Hardware, GPU scaling, networking, DPU, storage, power & cooling |
| Domain 3 — AI Operations (22%) | Management, orchestration, GPU monitoring, virtualization |
| NVIDIA Portfolio Reference | GPU families, Superchips, DGX systems, networking hardware, software stack |
| Field Notes | Sanitized lessons from real enterprise AI infrastructure deployments |
| Practice & Glossary | Flashcards, glossary, original self-quiz questions |
- Cert: NVIDIA Certified Associate: AI Infrastructure and Operations (NCA-AIIO)
- Format: 50 questions · 60 minutes · online proctored
- Fee: $125 USD
- Validity: 2 years
- Domains: Essential AI Knowledge (38%) · AI Infrastructure (40%) · AI Operations (22%)
CC BY 4.0 — free to use, share, and adapt with attribution.
No exam-dump material. All practice questions are original.
Not affiliated with or endorsed by NVIDIA Corporation.