Episode 170
170: pytest for Data Science and Machine Learning - Prayson Daniel
November 18, 202144m 58s
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Show Notes
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
Topics
data sciencemachine learningML pipelinespytestsoftware testing