Hi Allen. Thank you for the great article.
Anastasiia Kornilova

Do you prefer smooth or crunchy peanut butter?

It’s a matter of personal preferences for a fully managed service (DataLab+Cloud ML Engine) vs roll-your-own (recipe described here).

I find that I’m more often integrating tools in new/interesting ways, so understanding/having more granular control over the components is useful. I’m less often building for production modeling and workflows, which are processes more well aligned with DataLab+CMLE.

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