Deployment & Scaling · Go deeper
Scalability Patterns
From 10 users to 10 million: load balancing, queues, batching, and multi-GPU serving patterns for AI at scale.
- 40 min lesson
- advanced level
- Narrated presentation
What you’ll learn
- Stateless replicas + load balancing
- Queue-based decoupling
- Continuous batching
- Tensor & pipeline parallelism
- Caching tiers
- Backpressure and graceful degradation
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.