This post describes a fully automated validation pipeline for analytical models as part of an analytical platform, which has been set up recently as part of a customer project.
Creating a model validation pipeline
Model validation testing in the age of DevOps
Let us now take a look at a well-known metaphor for test case development in the software industry. We are referring to the idea of the “test pyramid."
A structured approach to model validation
In total, there are four posts in this blog series, this is the first post describing some basic principles of the DevOps (or ModelOps) approach.