Deployment & Scaling · Practitioner
Getting GPU Access Without Buying a GPU
Nothing in this track requires you to own hardware. Set up three access paths first — hosted NVIDIA endpoints, a free Colab GPU, and one hourly rental you know how to start and stop — and learn the cost discipline that keeps a learning month under 20 USD.
- 55 min lesson
- beginner level
- NVIDIA AI Track
- Narrated presentation
What you’ll learn
- build.nvidia.com hosted NIM endpoints with an OpenAI-compatible API and free developer credits
- Colab free-tier T4 as the default for CUDA, RAPIDS and small fine-tunes
- Hourly rental economics: billed while the instance exists, not while it computes
- Spot and community instances trade price for pre-emption risk
- Owning a consumer RTX card: capable but unnecessary, and no datacentre features
- Matching each exercise type to the cheapest access path that can run it
Inside this lesson
A narrated, slide-by-slide presentation with 1 prediction exercise, 1 knowledge check, 3 videos. You answer as you go, and the platform checks your work.