https://github.com/weonlyliveonce13/mlops-zoomcamp
Codes and notes on Productionizing Machine Learning Services: experiment tracking (Mlflow), orchestration(Mage, Prefect), deployment(AWS kinesis, lambda, flask ), monitoring (Grafana, Evidently, Prefect), containerize (docker, K8S), CI/CD (Github actions)
https://github.com/weonlyliveonce13/mlops-zoomcamp
evidently flask grafana mage mlflow mlops mongodb prefect prometheus
Last synced: 4 months ago
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Codes and notes on Productionizing Machine Learning Services: experiment tracking (Mlflow), orchestration(Mage, Prefect), deployment(AWS kinesis, lambda, flask ), monitoring (Grafana, Evidently, Prefect), containerize (docker, K8S), CI/CD (Github actions)
- Host: GitHub
- URL: https://github.com/weonlyliveonce13/mlops-zoomcamp
- Owner: WeOnlyLiveOnce13
- Created: 2025-05-05T06:06:11.000Z (about 1 year ago)
- Default Branch: main
- Last Pushed: 2025-05-07T11:29:41.000Z (about 1 year ago)
- Last Synced: 2025-06-11T11:48:47.868Z (12 months ago)
- Topics: evidently, flask, grafana, mage, mlflow, mlops, mongodb, prefect, prometheus
- Language: Jupyter Notebook
- Homepage:
- Size: 1.14 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0