Essential AI Knowledge — NVIDIA-Certified Associate AI Infrastructure and Operations

Official references for this objective

• Nvidia — NVIDIA NGC | NVIDIA

  Software from the NGC catalog runs on bare-metal servers, Kubernetes, or on virtualized environments and can be deployed on premises, in the cloud, or at

• Nvidia — NVIDIA AI Enterprise | Cloud-native Software Platform | NVIDIA

  Connect AI applications to multimodal enterprise data with a retrieval-augmented generation (RAG) pipeline built on NIM microservices for scalable data extraction and accurate information retrieval

• Nvidia — Data Center Solutions: AI Factories | NVIDIA

  AI factories unify five critical layers—energy, chips, infrastructure, models, and applications—into a system designed for the demands of agentic AI

• Nvidia — GPU Accelerated Solutions for Data Science | NVIDIA

  With NVIDIA AI software, including RAPIDS™ open-source software libraries, GPUs substantially reduce infrastructure costs and provide superior performance for end-to-end data science workflows

• Nvidia — AI Solutions for Enterprises | NVIDIA

  Biomolecular generative models and the computational power of GPUs efficiently explore the chemical space, rapidly generating diverse sets of small molecules tailored to specific drug

• Nvidia — Accelerate AI & Machine Learning Workflows | NVIDIA Run:ai

  By fractionally allocating GPUs across inference, embedding, and generation tasks, organizations can run more models in parallel without resource contention.

• Nvidia — Data Centers Built for Advanced AI Reasoning | NVIDIA

  By delivering breakthrough performance with fewer servers, resulting in faster insights and dramatically lower costs, the NVIDIA data center platform paves the way to scientific

• Nvidia — Build Agentic AI with Multimodal Foundation Models | NVIDIA Nemotron

  Nemotron models excel in a range of agentic AI tasks, including reasoning, multimodal vision , retrieval-augmented generation (RAG) , speech , and safety .

• Nvidia — Tools for AI Workstations | NVIDIA

  Hybrid-RAG for rapid prototyping: Run embedding locally and inference locally or in the cloud with NVIDIA NIM™ or an NVIDIA API.