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Gustavo Cid

What is data-centric AI, and 3 reasons to pay attention to it

Gustavo Cid

Error analysis x Model monitoring: how are they different?

Gustavo Cid

Baseline models demystified: a practical guide

Gustavo Cid

A beginner’s guide to evaluating machine learning models beyond aggregate metrics

Gustavo Cid

Debugging models with the bias-variance trade-off

Latest posts
What is data-centric AI, and 3 reasons to pay attention to it		Published November 23, 2023
Error analysis x Model monitoring: how are they different?		Published August 15, 2023
Baseline models demystified: a practical guide		Published June 5, 2023
A beginner’s guide to evaluating machine learning models beyond aggregate metrics		Published May 23, 2023
Debugging models with the bias-variance trade-off		Published May 23, 2022
Understanding and measuring data quality		Published April 25, 2022
Dealing with class imbalance, continued		Published March 28, 2022
Dealing with class imbalance		Published March 22, 2022
Testing and its many guises		Published March 10, 2022
Model evaluation in machine learning		Published February 22, 2022

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