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This has nothing to do with startups, or established companies. Any time the distribution of your data changes, your models need to be retrained. The model can
by distant_hat 7y ago
This has nothing to do with startups, or established companies. Any time the distribution of your data changes, your models need to be retrained. The model can degrade even if the input data improves, e.g., if your geolocation feed had a high error rate before but has suddenly gotten much better you need to retrain the models.