What is ‘model drift’ in production machine learning systems?

AI Fundamentals Medium

AI Fundamentals — Medium

What is ‘model drift’ in production machine learning systems?

Key points

  • Model drift occurs when real-world data differs from the training data.
  • It is a common challenge in maintaining the effectiveness of machine learning models.
  • Monitoring and retraining models periodically can help mitigate the impact of model drift.

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