I find it helpful to think of doing data science as having a conversation. Much in the same way I can talk to myself, I can do DS on my own. But even if I come up with something really great, I'm still often left wondering, "okay, but now what?”
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Some of the best conversations I've had have gone in directions I could never predicted, and so too with my analysis and DS projects. I'm better when I collaborate, even if it's just to get a second opinion.
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