The AI DevOps (ML Platform) Cloud CLI Handbook is a practical, engineer-focused guide designed to help AI/ML engineers, MLOps practitioners, Cloud Architects, and DevOps engineers build world-class ML platforms using the command line across AWS, Azure, and Google Cloud.
As AI/ML workloads scale, the ability to manage cloud resources efficiently-through automation, scripting, and repeatable workflows-is no longer optional. This handbook is a one-stop command reference for the CLI tools used to build, operate, and optimize modern machine learning systems. Focused exclusively on AI/ML use cases, the book eliminates generic cloud material and instead dives deep into the exact CLI commands, workflows, patterns, and examples needed to develop and deploy ML systems in production.