Welcome to how ALL software works. Just about any bozo can crank out crap code. Production ready and scalable? Completely different beast.https://twitter.com/EmilyGorcenski/status/880798373221208068 …
Nah, it's more complex than regular software because of living data needs and requirements for low-level maths.
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Perfect example is how in software you can live with versioning and package management. For ds you need to do that for training data, too
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It's more akin to servicing two concurrent software versions that don't work with each other but depend on each other.
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Again, that's a problem in EVERYTHING software related. It's why deployment has become its own discipline these days.
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Witness how containers like Docker and deployment/configuration management packages like Chef and Puppet took off.
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Yeah we're 5 years from having effective containee strategies to cover the whole pipeline. At best.
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*container
End of conversation
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