NVIDIA NCA-AIIO Real Exam Questions

Overview

107 real exam questions for the NVIDIA-Certified Associate: AI Infrastructure and Operations (NCA-AIIO).

The questions you've seen on my YouTube channel come from this PDF - but I only share 20 to 30% of the bank publicly. This is the complete set: every question from the actual exam, word for word.

• 107 real exam questions - pulled from the actual NCA-AIIO exam
• Instant delivery - sent to your email immediately after purchase
• Free updates every month, forever
• Full refund if you fail - no questions asked

The NCA-AIIO costs US$125 per attempt. This PDF costs US$27 - once.

Last updated: June 2026 - 107 questions

Deep Dive

NVIDIA is the backbone of every serious AI deployment right now. The NCA-AIIO is their certification for the people who run that infrastructure.

Not developers. IT professionals, data center engineers, and operations teams who need to prove they understand how GPU-powered AI environments actually work. GPU architecture, training versus inference trade-offs, DGX systems, containerized workloads, cluster orchestration. 50 questions. 60 minutes. NVIDIA doesn't give you a score, just a pass or fail. At $125 an attempt, failing and retaking costs $250 before you've earned anything.

This PDF has 107 real questions from the actual NCA-AIIO covering exactly the topics that dominate the exam. You won't be seeing the question style or the NVIDIA-specific framing for the first time when you sit down.

If my free YouTube content is enough to pass, great. But if you want the full question bank before you sit down, this PDF is for you.

Exam Info

The NCA-AIIO is NVIDIA's entry-level certification for AI infrastructure and operations. It validates foundational knowledge of GPU-accelerated computing, the NVIDIA software stack, and the operational realities of running AI workloads at scale. No formal prerequisites beyond a basic understanding of data center concepts. Valid for two years.

Exam domains

• AI Infrastructure - 40%
• Essential AI Knowledge - 38%
• AI Operations - 22%

50 questions, 60 minutes, pass/fail, online remote proctored via Certiverse, valid 2 years.