CI/CD for Machine learning models: How to test ML models?

2023-02-10 | 04:00 PM - 04:30 PM | Start-up pitch stage 2


Giskard is a software platform that implements automatic tests for Machine Learning models. In that conference, we'll explain (1) why testing ML models is an open problem, (2) why testing ML models requires different tools compared with traditional software systems. We'll then explain, using concrete examples, how the Giskard project helps ML engineers deploy their AI systems into production by (1) designing business-specific tests and (2) integrating them in an CI/CD pipeline.