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Before choosing a Machine Learning model in a real-world company project, what steps do you take?

This story is from 2026-08-22. It is preserved in the archive; the latest stories are on the live feed.

​ I’m working on Data Science / Machine Learning projects and I’m curious about how this is actually done in industry. Imagine a company gives you a dataset and asks you to solve a business problem. As a Data Scientist / ML Engineer, what are the concrete steps you would take before choosing…

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  1. 2026-08-22 10:05 · r/learnmachinelearning
    Before choosing a Machine Learning model in a real-world company project, what steps do you take?

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