Terraform

Infrastructure as code for reproducible cloud and AI platforms.

Maturity level: L2 — Can Build

Six perspectives on Terraform

Roadmap

Learn after cloud basics, parallel with Kubernetes.

Architecture

Provisions the infrastructure layer everything runs on.

Company

Standard for platform, DevOps, and MLOps roles.

Projects

IaC for every cloud resource in capstones.

Interview

State management, modules, and safe change practices.

Career

Bridge from Cloud/DevOps into MLOps and AI infra.

What & Why

What: IaC tool for defining and provisioning cloud infrastructure declaratively.

Why: Reproducible environments for ML platforms, GPU clusters, and data infra.

Build this

Terraform module for a GPU-enabled EKS/GKE cluster.

Production reality

  • ! State drift
  • ! Blast radius of changes
  • ! Secret management in state

Interview preparation

  • IaC best practices
  • Managing Terraform state in teams

Connected skills

KubernetesCI/CD

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