170: pytest for Data Science and Machine Learning - Prayson Daniel

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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.

Full Transcript

Special Guest: Prayson Daniel.

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189 episodes