Data Science

How to handle data drift in production for predictive modeling?

DO Asked by Donna Kelly · 05-11-2025
0 upvotes 5,462 views 0 comments
The question

I have noticed that my model's performance drops significantly every few months. I suspect data drift is the cause. How do you guys monitor and fix this in your predictive modeling pipelines? Is it better to retrain on a schedule or based on specific performance triggers?

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