- vertex AI autologging https://cloud.google.com/blog/products/ai-machine-learning/effortless-tracking-of-your-vertex-ai-model-training - mlflow - [mlflow](https://www.mlflow.org/) - [mlflow on kubernetes ](https://mlflow.org/docs/latest/deployment/deploy-model-to-kubernetes/index.html) - [ray tune + mlflow](https://docs.ray.io/en/latest/tune/examples/tune-mlflow.html) - mlflow + airflow - [youtube](https://www.youtube.com/watch?v=DgyokxdqEYc) - [medium](https://medium.com/thefork/a-guide-to-mlops-with-airflow-and-mlflow-e19a82901f88) - [medium](https://medium.com/@amrkmrc/airflow-and-mlflow-integration-d93e193b8b74) - [article](https://www.astronomer.io/docs/learn/airflow-mlflow/)