NCA‑AIIO NVIDIA‑Certified Associate: AI Infrastructure & Ops
Master GPU-Powered AI Infrastructure, MLOps, and Data Center Operations to Pass the NCA-AIIO Certification
3.42 (6 reviews)
2 440
students
2.5 hours
content
Aug 2025
last update
$19.99
regular price
What you will learn
Learn how GPUs accelerate AI workloads and master the architecture of Tensor Cores, Streaming Multiprocessors (SMs), NVLink, and MIG for efficient computing.
Understand the full AI lifecycle: from model development and training to deployment, monitoring, and scaling across enterprise infrastructure.
Gain hands-on experience using DCGM, NGC, Triton Inference Server, and Helm Charts to deploy and monitor real AI workloads in simulated environments.
Explore GPU-accelerated storage, RDMA, GPUDirect, and compare networking standards like InfiniBand vs Ethernet for optimal AI performance.
Work with vGPUs, multi-tenant deployments, DPUs, and the DOCA SDK to support secure, scalable, and software-defined AI infrastructure.
Prepare to pass the NCA-AIIO exam with a full-length mock test, flashcards, exam tips, and a readiness checklist tailored to NVIDIA’s official blueprint.
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6600653
udemy ID
06/05/2025
course created date
07/05/2025
course indexed date
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