Testing is a de facto standard in modern software development. With increasing awareness that comes with ML-Ops, testing becomes more important for the development and operation of machine learning-based components. In this talk we would like to share our view and solution for testing in the field of machine learning. We will present the applied testing strategy used and the lessons learned from the last four years of experience in operating idealo’s cataloging system.

Gunar Maiwald

Affiliation: idealo internet GmbH

Gunar Maiwald has a background in Computer Science. For the last 4 years he worked as an ML engineer at idealo.de. His professional programming path led him from Perl via TypeScript to Python.

visit the speaker at: Homepage

Tobias Senst

Affiliation: idealo internet gmbh

visit the speaker at: Github