Glossary · 2 · The AI landscape: brands and model families
NVIDIA
Also known as: GPU, CUDA, Nemotron
NVIDIA is the US company whose graphics processing units (GPUs) and CUDA software platform provide most of the computing power used to train and run AI models. It also publishes its own models, such as the Nemotron family, and inference software for deploying models.
- Intermediate
- Technical marketers
- Technical project managers
- Developers
- AI brand
In one sentence
NVIDIA in brief: the GPUs and CUDA platform behind most AI training and inference, plus its own Nemotron models.
Example
An industrial company runs an open-weight model on an on-premises NVIDIA GPU server to keep machine data on site.
Why it matters on your learning path
- Technical marketers: NVIDIA hardware and partner programs appear in many AI product stories, especially in industrial and automotive markets.
- Technical project managers: GPU availability and cost affect self-hosting plans and timelines.
- Developers: CUDA-compatible hardware is the default target of most AI frameworks and inference servers.
Keep in mind
Product names, model versions and prices change often. This entry describes the brand’s position as of its review date; check the vendor’s own pages before you cite a model name or capability.