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Jes Ford - Getting Started Testing in Data Science - PyCon 2019
Автор: PyCon 2019
Загружено: 6 мая 2019 г.
Просмотров: 6 674 просмотра
Описание:
"Speaker: Jes Ford
How do you know if your data science results are correct? Robust software usually has tests asserting that certain conditions hold, but as a data scientist it’s often not straightforward or obvious how to integrate these best practices. Our workflow includes exploration, statistical models, and one-off analysis. This talk will give concrete examples of when and how testing should play a role, and provide you with enough introduction to get started writing your first data science tests using `pytest` & `hypothesis`.
Slides can be found at: https://speakerdeck.com/pycon2019 and https://github.com/PyCon/2019-slides"
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