Archive - Santiago and the ML Models

2024 Year in Review

A review of 2024. What I did, what I learned, and what I want to do in 2025.

Dec 29, 2024 •

Santiago Víquez

1

August 2024

The Little Book of ML Metrics 👀

I'm writing a book on ML metrics.

Aug 13, 2024 •

Santiago Víquez

3

June 2024

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…

In my opinion, data drift detection methods are very useful when we want to understand what went wrong with a model, but they are not the right tools to…

Jun 3, 2024 •

Santiago Víquez

June 2023

March 2023

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