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.
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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