Machine Learning, Data Science, Testing, Software Engineering.
entire service along with the model. Conclusion Using property-based tests we were able to find two common errors that can come up when deploying machine learning models. A mismatch between the model’s schema and the data that it is actually able to process can cause many issues that are hard to