Writing Unit Tests for Data Science Code | Microsoft

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Data Council

Data Council

Күн бұрын

ABOUT THE TALK:
In Data Science, the small piece of code that you want to test also needs to take in data, training a model, or evaluating a model, but all of these steps are complicated and consist of many smaller units.
Learn from Dr. Nile Wilson her Software Engineering best practices for testing Data Science Code and some of the common scenarios for data, such as mocking calls or mocking data.
ABOUT THE SPEAKER:
Dr. Nile Wilson is a Data Scientist 2 in Industry Solutions Engineering at Microsoft, focused on developing and implementing Machine Learning solutions for enterprise customers. She has worked with interdisciplinary teams across various industries to develop production-ready data science solutions to drive business impact.
ABOUT DATA COUNCIL:
Data Council (www.datacounci...) is a community and conference series that provides data professionals with the learning and networking opportunities they need to grow their careers.
Make sure to subscribe to our channel for the most up-to-date talks from technical professionals on data related topics including data infrastructure, data engineering, ML systems, analytics and AI from top startups and tech companies.
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Пікірлер: 3
@dinoscheidt
@dinoscheidt Жыл бұрын
That this video has so few views is a testament of the problem 😮‍💨
@the-ghost-in-the-machine1108
@the-ghost-in-the-machine1108 4 ай бұрын
thanks
@krispat8631
@krispat8631 9 ай бұрын
Great presentation. Content as well as aesthetics of slides. May I know how are the slides prepared ?
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