Secure MLOps on AWS with Terraform & GitHub Actions
Implement a secure MLOps platform on AWS using Terraform for IaC and GitHub Actions for CI/CD. Leverages SageMaker Projects for automated ML lifecycle management across environments.
-
-
AWS CDK for SageMaker Ground Truth Private Workforce
Automate SageMaker Ground Truth private workforce creation with AWS CDK. This solution handles Cognito integration, callback URLs, and domain management for secure, scalable data labeling.
-
Deploy SageMaker Projects with Terraform Cloud: A How-To Guide
Learn how to deploy Amazon SageMaker Projects using Terraform Cloud, eliminating CloudFormation dependency and enhancing infrastructure control. This guide provides a step-by-step process and addresses common challenges.
