Software Engineering Habits for Data Work
Make data changes easier to verify and recover with tests, focused reviews, incremental refactoring, and useful operational documents.
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Refactoring
Learn what refactoring changes and what it must not, how duplication becomes one function, and why a way to verify behavior comes first.