Model Drift and Data Drift
What drift is, the three types (data, concept, prediction), how to detect them using SageMaker Model Monitor, and when to trigger model …
Iac
Infrastructure as Code (IaC)
What Infrastructure as Code is, and how Terraform, AWS CDK, and CloudFormation compare for managing AI project infrastructure.
Terraform - Infrastructure as Code for AI Projects
Using Terraform to provision and manage AWS infrastructure for AI projects: modular design, state management, and multi-environment …