Create a Maintainable Data Pipeline with Prefect and DVC

Make Your Pipelines Easier to Support and Maintain

Khuyen Tran
Towards Data Science
8 min readOct 13, 2022

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Motivation

In engineering, maintainability is the ease with which a product can be maintained to:

  • Meet new requirements
  • Cope with a changing environment
  • Improve the performance of the product

In a data science project, it is essential to build a maintainable pipeline because:

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