5 Steps to Transform Messy Functions into Production-Ready Code

The Data Scientist’s Guide to Scalable and Maintainable Functions

Khuyen Tran
Towards Data Science
11 min readJan 24, 2024

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Motivation

Functions are essential in a data science project because they make the code more modular, reusable, readable, and testable. However, writing a messy function that tries to do too much can introduce…

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