AI Chihuahua! Part I: Why Machine Learning is Dogged by Failure and Delays
d2iq
FEBRUARY 19, 2021
As little as 5% of the code of production machine learning systems is the model itself. The model itself (purple) accounts for as little as 5% of the code of a machine learning system. In 2016, Facebook was the first tech company to publicly announce details of their ML platform, FBLearner Flow. Adapted from Sculley et al.
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