Web: https://towardsdatascience.com/an-elegant-guide-to-testing-your-data-science-pipeline-using-pytest-4859b0c32591?source=rss----7f60cf5620c9---4

Sept. 19, 2022, 7:50 p.m. | Avi Chawla

Towards Data Science - Medium towardsdatascience.com

A Comprehensive Guide to Pytest for Data Science Projects

Photo by Annie Spratt on Unsplash

Motivation

One of the biggest hurdles today’s data science teams are facing is transitioning their data-driven pipeline from jupyter notebooks to executable, reproducible, and organized files comprising functions and classes.

For most of us, working in a jupyter notebook is a fun and enjoyable task in the life-cycle of a data science project.

However, building an error-free, well-tested, and reliable data pipeline that does not …

artificial intelligence data data science machine learning pipeline programming pytest python science testing

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