Deployment & Scaling · Go deeper
Cloud Infrastructure
GPUs, serverless, and vector stores — the cloud building blocks for AI workloads and how to choose among them.
- 40 min lesson
- intermediate level
- Narrated presentation
What you’ll learn
- GPUs and accelerators
- Managed ML platforms
- Serverless vs. dedicated serving
- Vector databases
- Autoscaling and orchestration
- Spot instances and checkpointing
Inside this lesson
A narrated, slide-by-slide presentation with 1 prediction exercise, 1 knowledge check, 2 videos. You answer as you go, and the platform checks your work.