The Machine Learning Project Lifecycle

Software is like entropy: It is difficult to grasp, weighs nothing, and obeys the Second Law of Thermodynamics; i.e., it always increases.— Norman Augustine

Dimitris Poulopoulos
Towards Data Science
5 min readMar 11, 2022

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Photo by Noémi Macavei-Katócz on Unsplash

Planning out the Machine Learning (ML) project lifecycle is an effective way to organize the decisions and actions that produce a…

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Machine Learning Engineer. I talk about AI, MLOps, and Python programming. More about me: www.dimpo.me