Testing Python Data Science Code
Testing Python Data Science Code
Electronic Video - 2022
Explore how to test scientific (data science) code written in Python.
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| Соавтор: | |
|---|---|
| Другие авторы: | |
| Формат: | Электронный ресурс Видеозапись |
| Язык: | English |
| Опубликовано: |
Carpenteria, CA
linkedin.com,
2022.
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| Предметы: | |
| Online-ссылка: | View course details on linkedin.com/learning |
MARC
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| 100 | 1 | |a Tebeka, Miki |e speaker. | |
| 245 | 1 | 0 | |a Testing Python Data Science Code. |c with Miki Tebeka |
| 264 | 1 | |a Carpenteria, CA |b linkedin.com, |c 2022. | |
| 306 | |a 00h:53m:58s | ||
| 337 | |a computer |2 rdamedia | ||
| 338 | |a online resource |2 rdacarrier | ||
| 500 | |a 9/01/202212:00:00AM | ||
| 520 | |a Explore how to test scientific (data science) code written in Python. | ||
| 511 | 1 | |a Presenter: Miki Tebeka | |
| 520 | |a The larger and more complex the world of data science becomes, the more data there is to collect, sort, clean, model on, and much more. An emerging pain point in this brave new world is that a lot can go wrong if your data engineering and development practices are shoddy. This advanced-level course shows data scientists, Python developers, and data analysts how to test scientific (data science) code written in Python. Veteran data science trainer and consultant Miki Tebeka covers testing techniques, with a focus on issues specific to data science code, such as floating point errors, statistical testing, working with large datasets, choosing a baseline, and more. After presenting a testing overview, Miki dives into testing with pytest and hypothesis. He explains how to use schemas, truth values, approximate testing, and more in data validation. Miki goes over regression testing, then demonstrates how to test Jupyter Notebooks. | ||
| 538 | |a Latest version of the following browsers: Chrome, Safari, Firefox, or Internet Explorer. Adobe Flash Player Plugin. JavaScript and cookies must be enabled. A broadband Internet connection. | ||
| 655 | 4 | |a Instructional films. |2 lcgft | |
| 655 | 4 | |a Educational films. |2 lcgft | |
| 710 | 2 | |a linkedin.com (Firm) | |
| 856 | 4 | 0 | |u https://www.linkedin.com/learning/testing-python-data-science-code?u=95224889&auth=true |z View course details on linkedin.com/learning |
| 092 | |a ONLINE CLASS | ||