Production use
Use for model training, inference, feature pipelines, generative AI, and ML operations.
Before production
- Version datasets/models/prompts
- monitor drift/latency/cost
- secure model access
- review safety
- automate deployment/rollback.
AWS service detail
Amazon SageMaker AI
Machine Learning
Build, train, and deploy machine learning models at scale
Machine LearningProduction guidance