A/B Testing and Shadow Deployment for ML Models
Ship a New Model Without Betting Everything on It: Shadow It, Canary It, Split Traffic 80/20, and Let Statistics Decide the Winner. (MLOPS: ABSOLUTE BEGINNERS TO PRO IN 100 DAYS - DAY 50)
Ship a New Model Without Betting Everything on It: Shadow It, Canary It, Split Traffic 80/20, and Let Statistics Decide the Winner. (MLOPS: ABSOLUTE BEGINNERS TO PRO IN 100 DAYS - DAY 50)
Example: Kubernetes, Terraform, Docker, AWS, MLOps...