About MLOps process with KNIME

Hello.

I am comparing KNIME and MLOps open source.

I think KNIME is very useful for data preparation and model creation.

But I am not sure how to deploy and manage models with KNIME.

So I would be grateful if someone can give me an example of KNIME that can replace the functionality of the below open sources :slight_smile:

  • Mlflow: Hyperparameter/Metric/Model Logging and Management

  • githup : Model source code repository and version control

  • jenkins/githup actions : Automate model CI/CD deployments

  • fastAPI/seldon core : Model Serving

Best regards,

hhkim