01 Automatic Retraining Check

This workflow calls a workflow service to perform data quality assessment on the data.
It provides the parameters required by the workflow service:
- the date up to which data must be considered
- the column to test
- the interval (in months) to calculate the control measure.

This workflow can be deployed on a KNIME Server to be automatically executed at a scheduled time.

Learn more about this workflow in the linked blog posts.

External resources

• How to take control of data drift
• How to generate synthetic data for model monitoring