Uber's ML Systems (Uber Eats, Customer Support), Declarative Machine Learning - Piero Molino - The Data Scientist Show #064
The Data Scientist Show - Daliana Liu
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The Benefits of Using a Config Based Tool
I think in terms of overall productivity is substantially better. There's now many more people can write higher level kind of code. And I have friends working at Facebook, they're joking with this internal declarative system. So it's great because it makes it possible for them to spend a lot more time on other things that are potentially more valuable like actually looking at the data analyzing and then improving the models by also improving the data.
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