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NCA-AIIO FAQs
NCA-AIIO is an associate-level certification by NVIDIA that validates foundational skills in AI infrastructure and operations. It’s designed for IT professionals, system engineers, operators, or anyone who wants to show competence in managing AI compute infrastructure (e.g. GPU clusters, system health, monitoring). If your daily work deals with deploying or maintaining compute hardware, you’ll find many relevant overlap areas.
The exam draws from topics introduced in NVIDIA’s AI Infrastructure & Operations Fundamentals training.
Key areas include (but are not limited to):
→ Data center / cloud infrastructure basics
→ GPU cluster management and monitoring
→ System health, telemetry and operations
→ Automation & scripting in operations
→ Fault detection, performance tuning
The precise weight of each domain may shift as the exam is updated. Use recent practice exams to see trends.
→ If you fail, you must wait 14 days before retaking the exam.
→ You may not take the same exam more than five times in a 12-month period.
→ The certification remains valid for two years. After that, you’ll need to retake the exam to recertify.
The NCA-AIIO is ideal for IT professionals starting in AI. It primarily benefits: Datacenter Technicians, Junior DevOps/MLOps Engineers (for containerized AI), and Solutions/System Architects needing to articulate the value of NVIDIA accelerated computing infrastructure.
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NVIDIA-Certified Associate AI Infrastructure and Operations Questions and Answers
How many distinct network fabrics are in an AI cluster?
What is one key advantage that Cloud GPU Infrastructure has over On-Prem GPU infrastructure?
Which phase of deep learning benefits the greatest from a multi-node architecture?
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