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Re:Cloud AutoML: Making AI accessible to every business by RubenSandwich on Wednesday January 17, 2018 @11:36AM (#16169289)
I can't speak for OP, but I'd expect to download the generated model otherwise my business is locked into this service.

If Google is worried about people just generating models and running, then charge for training time/resources.

Re:Cloud AutoML: Making AI accessible to every business by TheIronYuppie on Wednesday January 17, 2018 @12:17PM (#16169697)
Disclosure: I work at Google on Kubeflow

That's fair - the reality is that it's less about the worry of people "taking of models and running it themselves", it's more about the amount of custom stuff that has to go on behind the scenes in order to enable this kind of model exploration and training. We're exploring all options but, yes, you'd be committing to the platform (for now).

If you're interested in a portable solution, may I recommend (extremely selfishly) Kubeflow[1]? We don't provide AutoML, but we do provide a very portable solution for running an ML stack.

[1] https://github.com/google/kubeflow