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Buy AND Build for Production Machine Learning with Nir Bar-Lev - #488
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
How to Overfit a Censor Model
Overfitting is when you build a generalized model, and then overfit it specifically on some dimensions for each one of those cases. We had, we have a customer doing security cameras, and they gave us a test case where we looked at how to build a system that supports multiple models right for each each camera. And there wis a situation where there was a camera pointed at an entrance to ar train station, and the entrance had these glass windows, and there were reflections there. That has a very particular set of specifics in terms of the data. You can actall even overfit for that on that dimension as welluh, interesting. It's an interesting wayto think about that idea
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