Automated Testing: A Software Engineering Concept Data Scientists Must Know To Succeed

Dr. Owns

July 30, 2025

Why you should read this article Most data scientists whip up a Jupyter Notebook, play around in some cells, and then maintain entire data processing and model training pipelines in the same notebook. The code is tested once when the notebook was first written, and then it is neglected for some undetermined amount of time […]

The post Automated Testing: A Software Engineering Concept Data Scientists Must Know To Succeed appeared first on Towards Data Science.

​Why you should read this article Most data scientists whip up a Jupyter Notebook, play around in some cells, and then maintain entire data processing and model training pipelines in the same notebook. The code is tested once when the notebook was first written, and then it is neglected for some undetermined amount of time
The post Automated Testing: A Software Engineering Concept Data Scientists Must Know To Succeed appeared first on Towards Data Science.  Data Science, Software Engineering, Deep Dives, Learning, Programming, Python, Tutorial Python Towards Data ScienceRead More

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Dr. Owns

July 30, 2025

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