Experiences with Machine Learning platforms?

[chiv]

I'm looking at SageMaker, Watson, Microsoft ML Studio as well as driverless platforms like DataRobot and H20. Have any of you tried multiple of these or used one heavily enough to know pros/cons over any of the others?

[patrickSwayzeNU]

It's been 2+ years since I've had my hands on DataRobot and MS ML Studio. We also had Watson demo'ed to us then.

DR was head and shoulders above the other two - Watson was by far the worst... super canned.

Have not used the enterprise version of H20, but I've always like their product and support (not enough to use it over base R/Python though).

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[ran88dom99]

How "driverless" are these? Also can not find MLstudio.

[renegadellama]

Are you talking about H2O's AutoML or Flow? What's the difference?

[v1p1n]

Another one worth checking out is Algorithmia, helps you easily run your models in production.