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 to produce a drift over the time.
The visualization depicts the evolution of the model: every time the data exceeded the control boundaries, the model retraining has been triggered and new boundaries are calculated.

External resources

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