The MLOps way of testing



Schedule

  • What we think about testing
  • Special tags we use and why
  • Mocking
  • Case: Deepchecks





















Goals for today

My goal today is that you have seen a few high level concepts of how some aspects of testing can be done and why they are beneficial.


I want you to feel inspired to do more. You can learn the deep concepts on your own.






















What we wont cover today

  • Proper syntax
  • Deep dives into implementation
  • Allure reports
  • Fixtures


We will touch upon Allure in another session.