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Intro
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Classroom Contents
Patterns of ML Models in Production
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- 1 Intro
- 2 Putting ML Models in Production
- 3 Architectural Patterns Batch
- 4 A Typical Computer Vision Pipeline
- 5 Pipeline Implementation
- 6 Ensemble Use Cases
- 7 Ensemble Deployment
- 8 Business Logic in Action
- 9 Key Question: Where to Run the Business Logic?
- 10 Online Learning
- 11 Ray Serve: Deployment
- 12 Ray Serve: Handle
- 13 Ray Serve: Patterns
- 14 Business Logic in Ray Serve
- 15 Ray Serve: A Framework for 1+ Models in Production
