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.
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Deploy Amazon Bedrock Knowledge Bases with Terraform
Learn to deploy Amazon Bedrock Knowledge Bases for RAG-based generative AI using Terraform. This IaC solution automates AWS service setup, enhances security, and streamlines RAG workflow deployment. Includes detailed steps, customization options, and cleanup procedures.
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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.
