Monitoring Machine Learning APIs

from blog Duarte O.Carmo, | ↗ original
Last Friday I presented at PyData Global. I talked about monitoring, but felt like there was more I should've said. So this article is just about that. Even though the number of models in the wild is growing, the field of monitoring is still green and full of unknowns. Almost …