Tag: production
Concepts
- Champion-Challenger and Shadow Deployment
- Covariate Shift and Domain Adaptation
- Kill Switches and Human Overrides for ML Models
- Online vs Batch Updates for Live Models
- Pre-Launch Simulator Parity Checks
- Putting an NLP Signal Into Production
- Retraining Cadence and Model Staleness
- SHAP for Signal Attribution in Production