What you are training for

The NVIDIA-Certified Professional: AI Operations (NCP-AIOL) certifies that you can manage and maintain AI infrastructure in a data center. The role covers GPU compute platforms, containers, cluster management, networking, storage, DPUs, and workload scheduling.

Key responsibilities tested on the exam:

• Managing AI compute platforms including GPUs and specialized hardware
• Installing and configuring GPU drivers and software
• Overseeing the AI software stack (deep learning frameworks, NGC containers)
• Implementing containerization with Docker and NGC
• Configuring networking for AI workloads (InfiniBand, NVLink, Ethernet)
• Managing storage for AI data
• Deploying and managing DPUs (BlueField)
• Monitoring cluster health and resource utilization
• Implementing workload scheduling with Slurm and Kubernetes
• Ensuring efficient power and cooling