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In our previous article we explain what model drift, concept drift and data drift is. Which we then put into practice in a notebook where we show you what you can do to make sure your productionized models keep working as expected with the help of popmon. Now it is time to complete the information, […]

Predictive models used in business processes are prone to loose their business value over time. This can be due to model drift or a result of unforseen side-effects of automatically retraining the model. In this blog we explain what model drift is and why (automatic) retraining can be a good way to deal with it. […]

series: NO DATA SCIENTIST IS THE SAME! – part 9 All Python notebooks from this series are available on our Gitlab page.

series: NO DATA SCIENTIST IS THE SAME! – part 8 All Python notebooks from this series are available on our Gitlab page.

series: NO DATA SCIENTIST IS THE SAME! – part 7 All Python notebooks from this series are available on our Gitlab page.

series: NO DATA SCIENTIST IS THE SAME! – part 6 All Python notebooks from this series are available on our Gitlab page.

series: NO DATA SCIENTIST IS THE SAME! – part 5 All Python notebooks from this series are available on our Gitlab page.

series: NO DATA SCIENTIST IS THE SAME! – part 4 All Python notebooks from this series are available on our Gitlab page.