AI & MLRecommendedAIML-SYS-013
Deployment Patterns
Batch versus online prediction, shadow deployments, canaries, and rollbacks.
- Difficulty
- 3 / 5
- Importance
- 4 / 5
- Study time
- 1–2 h
- Kind of work
- Mixed
Why it matters
The learner can choose batch or online serving for a use case and design a canary rollout with a rollback trigger.