noahgift/Python-MLOps-Cookbook
A containerized Flask application example demonstrating ML model deployment to multiple cloud platforms.
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This repository provides a practical MLOps cookbook with containerized Flask applications designed for ML model deployment. It includes CI/CD workflows using GitHub Actions and AWS CodeBuild to deploy machine learning systems to AWS, GCP, and Azure. The project includes Jupyter Notebooks as educational material and references the Practical MLOps book from O’Reilly.