Gunar Maiwald
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.
Session
04-23
14:45
45min
The key to reliability - Testing in the field of ML-Ops
Gunar Maiwald, Tobias Senst
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.
PyCon: MLOps & DevOps
B05-B06