7 Tips to Future-Proof Machine Learning Projects

An Introduction to Developing More Collaborative, Reproducible and Reusable ML Code

Destin Gong
Towards Data Science
8 min readFeb 24, 2024

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7 Tips to Future-Proof ML Project (image by author)

There can be a knowledge gap when transitioning from exploratory Machine Learning projects, typical in research and study, to industry-level projects. This is due to the fact that industry projects generally have three additional goals…

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