Study plan
How to Pass the NVIDIA Certified Professional - AI Operations Exam
A study plan for the NVIDIA Certified Professional - AI Operations certification exam, built from the official domain weights instead of a generic template. Focus heavily on hands-on experience with NVIDIA Base Command and Slurm. Review networking protocols (InfiniBand/RoCE) and practice analyzing GPU telemetry data using NVIDIA tools.
- 4 domains
- 60 questions
- 120 min
- 70% to pass
certilumStudy in weight order, not topic order
The plan below follows the official blueprint weights, so the order of study is the order that returns the most points.
- 1
AI Cluster Installation and Deployment Skills
31%- Hardware provisioning for AI workloads
- NVIDIA Base Command Manager setup
- InfiniBand and Ethernet networking configuration
- GPU driver and toolkit installation
- +1 more topics in the blueprint
18 practice questions tagged to this domain.
- 2
Workload Management
23%- Slurm and Kubernetes orchestration
- Containerization for AI (Docker/Apptainer)
- Job scheduling and prioritization
- Multi-node distributed training management
- +1 more topics in the blueprint
14 practice questions tagged to this domain.
- 3
Cluster Administration
23%- Resource monitoring and telemetry
- User management and access control
- Storage integration for AI datasets
- NVIDIA Bright Cluster Manager operations
- +1 more topics in the blueprint
14 practice questions tagged to this domain.
- 4
Troubleshooting and Optimization
23%- Performance bottleneck identification
- GPU utilization analysis
- Network latency troubleshooting
- Log analysis and error remediation
- +1 more topics in the blueprint
14 practice questions tagged to this domain.
Three phases, in order
Most failures are process failures, not knowledge failures.
Phase 1 — Learn the high-weight domains
Start where the points are. The first domains on this plan carry the most weight, so a gap there costs the most. Cover the objectives, then close each topic with practice questions you actually get wrong.
Phase 2 — Close the mid-weight domains
The middle of the blueprint is where most candidates plateau. These domains are worth less per topic than the first phase, but they add up fast, and they are the usual difference between a near miss and a clear pass.
Phase 3 — Timed full mocks
Stop reading new material at this point. Run full-length exams under the real time limit and the real format, and use the per-domain breakdown to find which domain is still costing you the pass.
Where we put the emphasis
The exam emphasizes practical operational readiness, moving beyond theory to ensure candidates can maintain production-grade AI environments.
The order matters less than the loop. Every domain you finish should end with questions you got wrong, because the mistake is the only thing you actually needed to study. On the NVIDIA Certified Professional - AI Operations that loop is worth 23% of the exam in the first block alone.
More about the NVIDIA Certified Professional - AI Operations exam
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Frequently asked questions
Everything you need to know about the NVIDIA Certified Professional - AI Operations exam.