I started my big data journey when Hadoop became a common sight in enterprise IT landscapes. Nowadays I'm mostly focused on cloud and containerization technologies. In my current role I'm supporting customers in the EMEA region to design and implement IT architectures which integrate data science and machine learning methods into day-to-day business processes. My specialties include Hadoop, AWS (certified), Business Analytics, In-Memory Analytics, Distributed Systems, Kubernetes and Docker.
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.
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."
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.
