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Full-Stack MLOps Blueprint: From Data Versioning to Cloud-Native Deployment
DVC부터 Kubernetes까지, MLOps 파이프라인의 정석을 보여주는 오픈소스 프로젝트
Why it matters
This project showcases a production-ready MLOps architecture by integrating essential tools for the entire lifecycle, including often-overlooked aspects like FinOps and drift monitoring. It serves as a valuable reference for developers looking to bridge the gap between model development and scalable production environments.
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MLOpsDVCMLflowKubernetesFinOpsFastAPI