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    pytest for Data Science and Machine Learning - Prayson Daniel

    pytest for Data Science and Machine Learning - Prayson Daniel

    FromTest and Code

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    pytest for Data Science and Machine Learning - Prayson Daniel

    FromTest and Code

    ratings:
    Length:
    45 minutes
    Released:
    Nov 17, 2021
    Format:
    Podcast episode

    Description

    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.
    Released:
    Nov 17, 2021
    Format:
    Podcast episode

    Titles in the series (100)

    Test & Code is a weekly podcast hosted by Brian Okken. The show covers a wide array of topics including software engineering, development, testing, Python programming, and many related topics. When we get into the implementation specifics, that's usually Python, such as Python packaging, tox, pytest, and unittest. However, well over half of the topics are language agnostic, such as data science, DevOps, TDD, public speaking, mentoring, feature testing, NoSQL databases, end to end testing, automation, continuous integration, development methods, Selenium, the testing pyramid, and DevOps.