Episode 23 - AutoML with Determined AI
Eye On A.I.
00:00
The Ethos of Model Development Is Capturing Everything That Goes Into Your Model Definition
From a product perspective, kind of the ethos is let's capture everything associated with your model development life cycle. And we leverage tools like Docker and so on to help make this a reality. But one of the fundamental tenets there is that first we want to enable reproducibility across the various training cycles of these models. If I run the same model on the same data today as I did yesterday, I should give the same model parameters out.
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