MLOPs Blog Series Part 2: Testing robustness of secure machine learning systems using machine learning ops

added by DotNetKicks
6/22/2022 3:10:02 PM

184 Views

Robustness is the ability of a closed-loop system to tolerate perturbations or anomalies while system parameters are varied over a wide range. There are three essential tests to ensure that the machine learning system is robust in the production environments: unit tests, data and model testing...


0 comments