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The Role of Infrastructure in ML // Niels Bantilan // #197
MLOps podcast #197 with Niels Bantilan, Chief Machine Learning Engineer at Union, The Role of Infrastructure in ML Leveraging Open Source, brought to us by Union.
// Abstract
When we start out building and deploying models in a new organization, life is simple: all I need to do is grab some data, iterate on a model that fits the data well, and perform reasonably well on some held-out test set. Then, if you’re fortunate enough to get to the point where you want to deploy it, it’s fairly straightforward to wrap it in an app framework and host it on a cloud server. However, once you get past…
The skinny
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