Serve the Production Model
Load the staged model into your FastAPI service.
From Registry to API
The promoted model is sitting in the registry. Now you load it into a FastAPI service so real requests can get predictions. 🌐
Reference It by Alias
Build a model URI that points at the champion alias. Your code never hardcodes a version, so promotions just work.
MODEL_URI = "models:/churn-classifier@champion"All lessons in this course
- Train and Log to the Registry
- Promote the Best Model to Production
- Serve the Production Model
- Trace a Prediction Round-Trip