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Justin Norman

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Building the Business case for ML PlatformsTWIMLcon: AI Platforms 20212021-01-19
Argues that an ML platform proves value by concrete outcomes not promises: reduced deployment time 6–9 months to ~3 months and fewer duplicated models across…
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ML Product Experiments at ScaleTWIMLcon: AI Platforms 20212021-01-19
Yelp runs a homegrown experimentation platform called Bunsen that serves ML and product tests across production, running about 700 experiments concurrently and…
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Why is Production ML so Hard?TWIMLcon: AI Platforms 20192019-10-01
Claims that production ML fails because the model is only the small part of a larger system, and organizations trip over three concrete issues: organizational…
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Federated ML for Edge ApplicationsStrata Data Conference 20182018-09-11
Fast Forward Labs at Cloudera describes federated ML that trains or partially trains models on-device and shares only parameter updates so raw text or images…
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