[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"tag-machine-learning-operations":3},{"tag":4,"articles":10,"peer_article_count":42},{"id":5,"name":6,"slug":7,"article_count":8,"description_zh":9,"description_en":9},"362f50fe-9e1a-43ac-a8bc-1adafaf68c7b","machine learning operations","machine-learning-operations",1,null,[11,20,27,34],{"id":12,"slug":13,"title":14,"summary":15,"category":16,"image_url":17,"cover_image":17,"language":18,"created_at":19},"8c10e73a-b4e7-444b-9a70-421823b16755","mlops-zoomcamp-path-to-production-ml-en","MLOps Zoomcamp maps the path to production ML","9 free modules show how to move from model training to deployment, monitoring, and a final project in MLOps Zoomcamp.","industry","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781542983207-pzyb.png","en","2026-06-15T17:02:28.963068+00:00",{"id":21,"slug":22,"title":23,"summary":24,"category":16,"image_url":25,"cover_image":25,"language":18,"created_at":26},"66b6f114-b095-43d7-9d1e-1598e60a39f1","microsoft-mlops-maturity-model-five-levels-en","Microsoft’s MLOps model maps five maturity levels","Microsoft’s Azure guide defines five MLOps maturity levels, from manual model handling to automated retraining and monitoring.","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780970580686-0cz5.png","2026-06-09T02:02:30.976057+00:00",{"id":28,"slug":29,"title":30,"summary":31,"category":16,"image_url":32,"cover_image":32,"language":18,"created_at":33},"01fc6acf-5f21-48f9-aec4-63984f055e43","5-mlops-goals-for-production-teams-en","5 MLOps goals for production teams","5 MLOps goals that help teams ship, monitor, and govern machine learning systems in production.","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780214580491-85s6.png","2026-05-31T08:02:27.862542+00:00",{"id":35,"slug":36,"title":37,"summary":38,"category":39,"image_url":40,"cover_image":40,"language":18,"created_at":41},"1a161cab-6065-458a-929c-3e7e8811bd9b","mlops-explained-how-ml-teams-ship-models-en","MLOps Explained: How ML Teams Ship Models","MLOps turns model training, testing, and deployment into a repeatable process. Here’s how it works, why it matters, and where AWS fits.","tools","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775143137151-j85n.png","2026-04-02T15:18:32.212659+00:00",0]