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• Santiago and the ML Models

  Personal newsletter where I share what I'm learning, writing, and up to in the field of ML/AI

  8 posts · theirs

Lately

• New beginnings. And the future of this Newsletter.

  Santiago and the ML Models · 2025-07-09

• 2024 Year in Review

  Santiago and the ML Models · 2024-12-29

• The Little Book of ML Metrics 👀

  Santiago and the ML Models · 2024-08-13

• I ran 580 model-dataset experiments to show that, even if you try very hard, it is almost impossible to know that a model is degrading just by looking at data drift results

  Santiago and the ML Models · 2024-06-03

• Continuous retraining and formalizing the model aging framework

  Santiago and the ML Models · 2023-06-19

• Temporal degradation framework and other ideas

  Santiago and the ML Models · 2023-06-05

• Writing my master's thesis in public

  Santiago and the ML Models · 2023-03-17

• Monitoring Workflow for Machine Learning Systems

  Santiago and the ML Models · 2023-03-06

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