Data Drift

This directory contains 4 workflows.

Icon00 Data Generation 

00 Data Generation Generate 10 years of synthetic data taking into account the dependency columns using the Synthetic Data Generator component. For the […]

Icon01 Automatic Retraining Check 

01 Automatic Retraining Check This workflow calls a workflow service to perform data quality assessment on the data. It provides the parameters […]

Icon02 Data Quality Assessment 

02 Data Quality Assessment This workflow service is meant to be called by an external workflow. It carries out the Data Quality assessment on the data […]

Icon03 Visualization 

03 Visualization This workflow shows the evolving of the data and the monitored model over a 10 year period. The data shown are synthetically generated […]