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5min chapter
🛠 Building tools for MLOps with Guy Smoilovsky
The MLOps Podcast
Automate the Deployment of Machine Learning Models
AXA has done this internally at AXA when we've had more complicated processes that relate to deploying machine learning models and things like that. The scale of data itself sometimes doesn't allow for wasteful things that you might want to do, he says. In software there's not really the concept of experimentation unless you're specifically benchmarking or trying to tune some performance. "You don't have to succeed in automating everything on the first time literally" - Axa chief technology officer John Defterios.
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