Writing your First Testing Suite with pytest

Abstract:

  • We've all heard that we should be testing our Machine Learning models in production and getting good test coverage. This talk will give an overview of 4 types of tests: unit, integration, regression and parametrized test, via examples in pytest. You'll write more robust code in no-time, no prior testing experience necessary.

Speaker:

Code repository:

Keywords:

  • Data products
  • Machine Learning in Production,
  • Testing suite
  • pytest
IKukuyeva-pytest-2019-07-20.pdf