Real GPUs. Real diagnostics. Real break/fix scenarios.
The only hands-on GPU operations course that gives you actual GPU virtual machines. Learn nvidia-smi, DCGM diagnostics, NCCL collective operations, and production troubleshooting on real NVIDIA hardware. From RTX 4000 workstation GPUs to A100 datacenter GPUs with NVLink. Labs run on real NVIDIA GPUs in cloud environments. Single-GPU and diagnostics labs use RTX workstation GPUs. NCCL, MIG, and advanced labs use NVIDIA A100 datacenter GPUs with NVLink. The skills and commands transfer directly to production DGX and HGX clusters. Covers NCP-AII certification domains: system bring-up, control plane, cluster testing, and troubleshooting. Approximately 69% hands-on, 31% theory and log analysis (the theory portion covers physical hardware that cannot be replicated in cloud).