NVIDIA AI Infrastructure and Operations (NCA-AIIO)
GPUs, AI data centres, networking and operations for NVIDIA's associate certification.
- Study & career skills
- Intermediate
- English
- 79 videos · 4 h
- Updated Mar 2026
Videos by ExamPro · 1.3K views on this playlist
About this course
ExamPro's NVIDIA NCA-AIIO course: the essentials of AI and GPU computing, AI infrastructure (data centre hardware, networking, storage), and operating AI workloads, matched to the NVIDIA Certified Associate exam.
What you'll be able to do
- 1Explain GPU computing and AI workloads
- 2Describe AI data-centre infrastructure
- 3Operate and monitor AI infrastructure
Videos
Start with video 1 →MODULE 1Videos 1–1010 lessons · 36 min
- Meet Your Instructor1 min
- Introduction to NCA-AIIO9 min
- Exam Guide Breakdown5 min
- What is Nvidia?4 min
- What is a GPU?1 min
- Nvidia RTX8 min
- Ada LoveLace Die Follow Along3 min
- Nvidia Control Panel1 min
- Nvidia Control Panel Follow Along3 min
- Nvidia App1 min
MODULE 2Videos 11–2010 lessons · 48 min
MODULE 3Videos 21–3010 lessons · 68 min
MODULE 4Videos 31–4010 lessons · 16 min
- CPUs vs GPUs2 min
- H100 Datasheet Follow Along3 min
- NCA-AIIO: Nvidia Hopper Architecture2 min
- NCA-AIIO: Transformer Architecture2 min
- Nvidia Transformer Engine1 min
- Hopper vs Grace Hopper1 min
- Thermal Design Power1 min
- Closed Loop Liquid Cooling System1 min
- Direct Liquid Cooling1 min
- Power Density Approaches2 min
MODULE 5Videos 41–5010 lessons · 20 min
- Power Density Planning3 min
- Nvidia DGX2 min
- Nvidia DGX H1003 min
- Dual Xeon Platinum 8480C2 min
- Nvidia DGX Scalable Units1 min
- Nvidia H100 GPU2 min
- ConnectX2 min
- Nvidia Bluefield Platform2 min
- NVMe oF2 min
- Bluefield Storage Acceleration1 min
MODULE 6Videos 51–6010 lessons · 17 min
- NCCL1 min
- PCIe1 min
- NVLink and NVSwitch3 min
- InfiniBand4 min
- RDMA1 min
- RoCE1 min
- Network Fabric2 min
- Nvidia Magnum IO1 min
- Nvidia Desktop Density1 min
- GbE2 min
MODULE 7Videos 61–7010 lessons · 13 min
- PUE1 min
- SIMT1 min
- OOM Error2 min
- OOB Network1 min
- Homomorphic Encryption1 min
- ArctyrEx1 min
- Nvidia NGC1 min
- Nvidia GPU Direct1 min
- Nvidia GPUDirect RDMA3 min
- Nvidia Rapids1 min
MODULE 8Videos 71–799 lessons · 13 min
- Nvidia GPUDirect Storage1 min
- CuDF1 min
- NeMo Framework1 min
- Nvidia MIG1 min
- ONNX1 min
- TensorRT for RTX1 min
- TensorRT LLM1 min
- TensorRT LLM Quantization1 min
- NCCL Collective Operations5 min
- Before you start
- Networking fundamentals
- Accessibility
- YouTube captions where the creator provides them · Keyboard-accessible player · Notes and bookmarks
Where these videos come from
Every lesson plays the original video from ExamPro with YouTube's own player, so views and credit stay with the creator. We picked this playlist because it's complete, in order, and recently updated. SkillSpring adds progress tracking, notes, bookmarks and focus mode around it.
Playlist: “NVIDIA - NCA-AIIO” · 79 videos · last updated Mar 2026. Open on YouTube