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 Monitron
Machine Learning
Reduce unplanned equipment downtime with predictive maintenance and ML
Machine LearningProduction guidance