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Last Updated: Sep 18, 2026
No. of Questions: 197 Questions & Answers with Testing Engine
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An internationally recognized NVIDIA certification is a capacity standard employers understand in any country. TrainingQuiz lays the groundwork for passing NVIDIA AI Infrastructure with 197 verified NCP-AII practice questions.
NVIDIA NCP-AII Exam Overview:
| Certification Vendor: | NVIDIA |
|---|---|
| Exam Name: | NVIDIA Certified Professional – AI Infrastructure |
| Exam Number: | NCP-AII |
| Certificate Validity Period: | 2 years |
| Real Exam Qty: | 50 |
| Available Languages: | English |
| Related Certifications: | NCP-AI NCP-DES |
| Exam Format: | Multiple Choice, Multiple Select |
| Passing Score: | 700 (scale of 0-1000) |
| Exam Duration: | 90 minutes |
| Exam Price: | $195 USD |
| Sample Questions: | DOWNLOAD DEMO |
| Exam Way: | Online proctored exam (Pearson VUE) |
| Pre Condition: | Recommended: hands-on experience with NVIDIA AI infrastructure products; basic knowledge of Linux, networking, and data center operations |
| Official Syllabus URL: | https://www.nvidia.com/en-us/certifications/ncp-ai-infra/ |
NVIDIA NCP-AII Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Deployment and Configuration | 25-30% | - System installation and setup - Software deployment - Network configuration - Cluster configuration |
| Topic 2: Monitoring and Management | 15-20% | - Resource utilization - NVIDIA management tools - Troubleshooting basics - Performance monitoring |
| Topic 3: NVIDIA AI Infrastructure Components | 25-30% | - Storage solutions for AI workloads - NVIDIA AI Enterprise software - NVIDIA networking solutions (Mellanox) - NVIDIA DGX systems |
| Topic 4: AI Infrastructure Fundamentals | 15-20% | - AI and Deep Learning concepts - GPU architecture basics - NVIDIA software stack overview - Data center infrastructure requirements |
| Topic 5: Security and Best Practices | 10-15% | - Operational best practices - Compliance considerations - Security fundamentals |
NVIDIA AI Infrastructure: The Questions Everyone Asks First
NVIDIA AI Infrastructure is an official NVIDIA exam, registered under exam code NCP-AII. Passing it earns the NVIDIA-Certified Professional certification at the Professional level. It also links to NCP-AI, NCP-DES. As an internationally recognized capacity standard, this credential speaks for your ability wherever your career takes you.
The NVIDIA AI Infrastructure syllabus comprises 5 official domains. The heaviest include AI Infrastructure Fundamentals (15-20%), Security and Best Practices (10-15%), and NVIDIA AI Infrastructure Components (25-30%). The complete outline is above on this page; a short, efficient study plan starts with knowing exactly where the marks live.
The NVIDIA AI Infrastructure exam packs 50 questions into 90 minutes. Short-term preparation works best when every session is realistic, so run timed simulations in the TrainingQuiz engine, keep your flag-and-return rhythm tight, and let repeated full-length runs build the pace the clock demands.
NVIDIA AI Infrastructure requires 700 (scale of 0-1000) to pass, with an official registration fee of $195 USD. Retakes bill the full $195 USD again, so speed should never mean gambling. Compress your preparation with the TrainingQuiz practice tests, and book once your scores clear the requirement reliably.
Recommended: hands-on experience with NVIDIA AI infrastructure products; basic knowledge of Linux, networking, and data center operations
Policies change, so verify the current requirements before registering on the official exam page.
Yes to both. TrainingQuiz provides a free demo of the NVIDIA AI Infrastructure questions so you can verify the quality first, and after purchase the newest practice material is free for one year from the date of your order. When that year ends, extending the update service costs 50% of the regular price.
Your purchase carries a 100% money-back guarantee with defined conditions. Take the NVIDIA AI Infrastructure exam within 60 days of purchase; if you fail, you may claim a full refund, provided the exam matches your product. Attempts within 3 days of purchase are ineligible, as are downloaded-but-unused products, free materials, and expired orders; the candidate name must match the payer name. Submit a scanned enrollment slip and the official Score Report PDF within 2 days of the exam, and claims are processed within 7 days. Alternatively, exchange for two other exam products of equal value, free, with the update service on your original purchase retained.
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NVIDIA AI Infrastructure Sample Questions:
During acceptance testing of a newly deployed AI cluster, engineers observe that GPUs remain below 60% utilization even though CPU usage, storage throughput, and network latency all fall within expected ranges. Before recommending expensive hardware upgrades, what should the engineering team do first?
- A. Perform a systematic end-to-end performance analysis to identify the actual bottleneck.
- B. Double the amount of system memory in every server.
- C. Increase the number of Kubernetes worker nodes regardless of workload characteristics.
- D. Replace all GPUs with the latest generation accelerators.
Correct Answer: A 🗳️
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What is the primary purpose of performing a NeMo Burn-in on a new AI infrastructure?
- A. To stress test the hardware and software stack with representative NeMo workloads, ensuring reliability.
- B. To tune NeMo model hyperparameters for maximum accuracy on user datasets during cluster deployment.
- C. To benchmark production training speed and ensure all GPUs are running at identical clock speeds.
Correct Answer: A 🗳️
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After a firmware upgrade on a DGX H100, the administrator notices that one GPU is not detected by the system. Which troubleshooting step should be performed first to identify the root cause?
- A. Remove the GPU from the system and replace it with a new one before any diagnostics.
- B. Review firmware update logs and run nvsm show health to check for hardware or firmware errors on the affected GPU.
- C. Ignore the issue and proceed with production workloads if the other GPUs are operational.
- D. Immediately re-run the firmware upgrade on all system components.
Correct Answer: B 🗳️
Explanation: Only visible for TrainingQuiz members. You can sign-up / login (it's free).
A system administrator receives an alert about a potential hardware fault on an NVIDIA DGX A100. The GPU performance seems degraded, and the system fans are operating loudly. What step should be recommended to identify and troubleshoot the hardware fault?
- A. Run a deep learning workload to stress test the GPUs and check whether the issue persists.
- B. Increase the fan speed to maximum and check whether the performance improves.
- C. Check the NVIDIA System Management Interface (nvidia-smi) for GPU status and temperatures.
- D. Power drain then restart the DGX and check if the performance degradation resolves.
Correct Answer: C 🗳️
Explanation: Only visible for TrainingQuiz members. You can sign-up / login (it's free).
A single-node stress test fails during the PCle bandwidth validation phase. Which troubleshooting step is recommended first?
- A. Reseat the GPU, then rerun the test.
- B. Reduce PCle Gen4 to Gen3 speed in BIOS settings.
- C. Disable NVLink in BIOS to isolate PCle performance
- D. Reinstall NVIDIA drivers using apt-get install nvidia-driver-550
Correct Answer: A 🗳️
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