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Shreya Shankar — Operationalizing Machine Learning
Gradient Dissent: Conversations on AI
Machine Learning and Practice Versus Studying Machine Learning in School?
The first surprise was that training the model itself is a process that you don't want to replicate with as much human labor. Another realization: When you have multiple data scientists working on the same kind of model or prediction task, like you need some sort of processes to make sure everyone is on the same page. And yeah, there's so much I don't know how to give you as the sink the answer to that.
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