SageMaker AI

• Amazon SageMaker is a fully managed machine learning service.

• With SageMaker, data scientists and developers can quickly and easily build and train machine learning models, and then directly deploy them into a production-ready hosted environment.

• Helps data scientists and developers to prepare, build, train, and deploy high-quality machine learning (ML) models

• ML development activities including:

  • Data preparation

  • Feature engineering

  • Statistical bias detection

  • Auto-ML

  • Training and tuning

  • Hosting

  • Monitoring

  • Workflows