구조
https://neptune.ai/blog/best-mlops-tools
1. 로깅
https://velog.io/@ifelifelse/Logging
2. MLflow
https://velog.io/@ifelifelse/MLflow
3. kubeflow / kfserve vs seldon
https://getindata.com/blog/machine-learning-model-serving-tools-comaprison-kserve-seldon-core-bentoml/
4. mlflow, kubeflow, seldon core
https://ubuntu.com/blog/mlops-pipeline-with-mlflow-seldon-core-and-kubeflow-pipelines
5. dvc + mlflow
https://databricks.com/kr/session_eu20/data-versioning-and-reproducible-ml-with-dvc-and-mlflow
https://blog.alkisnar.io/2021/06/14/data-versioning/
# 구축사례 / MLOps 분류가 4가지로 심플함
https://ambiata.com/blog/2020-12-07-mlops-tools/
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