Santiago Viquez

santiviquez

AI & ML interests

ML @ NannyML. Writing "The Little Book of ML Metrics" at https://github.com/NannyML/The-Little-Book-of-ML-Metrics

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Professors should ask students to write blog posts based on their final projects instead of having them do paper-like reports.

A single blog post, accessible to the entire internet, can have a greater career impact than dozens of reports that nobody will read.

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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