Capstone Infrastructure Setup
Introduction
With the architecture designed, we provision the infrastructure. Everything will be
defined in Terraform, creating a reproducible environment that you can tear down
and recreate at will.
Why This Matters
This is where your Terraform skills pay off. Instead of clicking through consoles
for hours, you'll run terraform apply and have a complete ML platform.
The infrastructure you create here is the foundation for everything else:
- EKS cluster for running workloads
- S3 buckets for data and artifacts
- RDS for MLflow metadata
- IAM roles with proper permissions
- Networking that's secure by default
When this section is done, you have production-grade infrastructure ready for ML workloads.