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Sagemaker

Basics

  • It is a collection of various other AWS products and services
  • It is a fully managed ML service
  • It supports fetch,clean,prepare, train, evaluate,deploy, monitor/collect ML models
  • AWS provides Sage Maker Studio which is IDE for ML
  • SageMaker Domain is an isolated area for a project
  • Containers are docker containers deployed to EC2 ML instances
  • Sage Maker has no cost but the resources used have respective costs