LibraryScenariosWhy machine learning models fail when deployed in production
Scenario

Why machine learning models fail when deployed in production

I've built dozens of models that worked great in testing but failed in production and I'm starting to think I don't understand how models actually work in the real world.

Aurelius
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More people experience this than they realize.

What we've seen

Your work keeps falling apart the moment it leaves the lab, and you're wondering if you really know what you're doing.

Ideas that help explain it
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