AWS service detail

AWS Deep Learning Containers

Machine Learning

Docker images for deep learning

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.