Engineering Best Practices to Apply to Your Analytics Workflow

How to use Github, versioning, and data quality testing to your advantage

Madison Schott
Towards Data Science
8 min readMay 25, 2022

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Photo by Estúdio Bloom on Unsplash

Whether you started your career as a data engineer, data scientist, or data analyst, best practices in each role can be applied to your analytics workflow. As a former data engineer, I learned best practices for Github such as creating…

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Analytics Engineer @ ConvertKit, author of the Learn Analytics Engineering newsletter and The ABCS of Analytics Engineering ebook, health & wellness enthusiast