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Cloud Based Computing
When i worked at chavron, it would often take six months to go through the bureaucratic paper work. You don't need to worry about how much diskspace you have on your machine. And and kind of abstracting away all the other, you know, non data science focused requirements. It's being able to concentrate on the thing that you're supposed to be concentrating on - which is actually doing the data science work.