Julien Simon from Hugging Face on how important it is to end-to-end deployments yourself today in ML:
"The more you learn, the more you know, the faster you can spin the wheel."
"For your customers and business stakeholders, nothing has started until the model is live in prod[uction]"
"An OK model in production will be a great model in the sandbox. Every single time."
"If you want to maximize your impact, you need to be able to do as much as you can yourself."
"At least for the POC stage, there’s no excuse not to do it yourself."
Best practice? Learn Amazon, Azure, GCP, Hugging Face, and all of the up-to-date platforms out there.
"Be your own DevOps engineer."
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