Deployment & Scaling · Go deeper
Model Deployment Strategies
From notebook to production: API vs. self-hosting, batch vs. real-time, and the rollout patterns that prevent 3am disasters.
- 40 min lesson
- intermediate level
- Narrated presentation
What you’ll learn
- Managed API vs. self-hosting
- Real-time vs. batch inference
- Token streaming
- Canary and shadow deployments
- Rollback strategy
- Latency vs. throughput
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.