AWS service detail

AWS Deep Learning AMIs

Machine Learning

Deep learning on Amazon EC2

Machine LearningProduction guidance

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.