I couldn't believe but this really is Nvidia's entire official self-paced "AI Infrastructure and Operations Fundamentals" course worth 50$ on Nvidia's website, here completely free! I even bought the original course before I found this one. Coursera's smartphone app makes it even better since you can project this course to your TV and watch the videos in your living room watching and summarizing the videos. Nvidia doesn't have a learning smartphone app.
The new AIIO Associate level certification was launched in 2024 to provide enterprise professionals with essential training on the infrastructure and operational aspects of AI and accelerated computing. To pass the exam I recommend watching YouTube videos on AI infrastructure and Nvidia and Nvidia Developers channel's videos on the different products: GPUs, servers (DGX, etc) networking hardware, software, and especially Data Center management software. Plus read the spec sheet PDFs, read the articles, and review Nvidia's official Study Guide. The more you watch and read the better you remember and understand the huge software stack, ML models, model names, specs, and how they look and feel.
For those passing the Associate level Infrastructure and Operations certification, in 2025 Nvidia introduced 3 higher Professional level certifications that might become your next challenge:
1. NVIDIA-Certified Professional: AI Infrastructure ( for System Administrators)
2. NVIDIA-Certified Professional: AI Operations (for DevOps)
3. NVIDIA-Certified Professional: InfiniBand (for Network Administrators)
Good luck!