Resources

Use the following resources to expand your knowledge of developing ML solutions.

Machine Learning Lens

This page defines the machine learning lifecycle in the Well-Architected Framework.

Machine Learning Lens

Amazon SageMaker AI documentation

This page provides information about SageMaker AI and the features that import, prepare and process data, create and manage features, choose an ML model, train it, deploy it, and monitor it.

Amazon SageMaker AI

Amazon SageMaker AI FAQs

This page addresses various FAQs about using Amazon SageMaker AI to develop low-code ML, prepare data, and build, train, and deploy models.

FAQs

What is MLOps?

This page provides a set of answered questions that define MLOps.

What is MLOps?