Intro to Generating Terraform & CloudFormation for MLOps with LLMs for Beginners

Master the art of leveraging Large Language Models to generate, validate, and debug Terraform and CloudFormation templates, streamlining MLOps infrastructure deployment for beginners.

Foundations of IaC and LLM Prompting for MLOps

Unit 1: Introduction to IaC for MLOps

Unit 2: IaC Tools: Terraform & CloudFormation Basics

Unit 3: Prompting LLMs for IaC Generation

Unit 4: Validating LLM-Generated IaC

Advanced LLM-Assisted IaC Generation and MLOps Applications

Unit 1: Modular IaC with LLMs

Unit 2: Debugging and Refining LLM-Generated IaC

Unit 3: MLOps Environment Deployment

Unit 4: Advanced MLOps Components with LLMs