AWS service detail

Amazon Forecast

Machine Learning

Increase forecast accuracy using machine 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.