Are You Trying to Overcome the Bias?

Prayson Daniel, a principle data scientist, discusses testing machine learning pipelines with pytest.

Prayson is using pytest for some pretty cool stuff, including:

• unit tests, of course
• testing pipeline stages
• counterfactual testing
• performance testing

All with pytest. So cool.

Special Guest: Prayson Daniel.

Links:

• Python Bytes 250, with Prayson Daniel — Listen to this for more of an introduction to Prayson

Help support the show AND learn pytest: 

• The Complete pytest course is now a bundle, with each part available separately.
  • pytest Primary Power teaches the super powers of pytest that you need to learn to use pytest effectively.
  • Using pytest with Projects has lots of "when you need it" sections like debugging failed tests, mocking, testing strategy, and CI
  • Then pytest Booster Rockets can help with advanced parametrization and building plugins.
• Whether you need to get started with pytest today, or want to power up your pytest skills, PythonTest has a course for you.