Opinion

2020 Broke Our Machine Learning Models

Identify the problems and make changes in 2021

Dawn Moyer
Towards Data Science
4 min readDec 22, 2020

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Image by moritz320 from Pixabay

Without a doubt, consumer behavior has shifted dramatically in 2020. We will be hard-pressed to find a model that predicted the global need for N95 facemasks and other PPE. PPE supply models will need to be completely redesigned and retrained. How are your models doing? Like many…

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