Terraform for MLOps Engineers: Automating ML Model Infrastructure from Scratch

Master Terraform to automate the deployment, management, and scaling of machine learning infrastructure, from core cloud resources to MLOps-specific services, ensuring reproducible and efficient ML workflows.
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Terraform Fundamentals and Core Cloud Infrastructure for MLOps

Unit 1: Introduction to IaC and Terraform

Unit 2: Terraform Core Concepts and CLI

Unit 3: Provisioning Core ML Infrastructure

Advanced Terraform for MLOps: Services, State, and CI/CD Integration

Unit 1: Terraform for MLOps Services

Unit 2: Terraform State and Modularity

Unit 3: CI/CD for MLOps Infrastructure