3d. Collection vs use of data

The Data Scientists need to understand the trade-off between gathering and collecting all potential data and focusing on just the data that is likely to be used to solve a particular problem. It is expected that Data Scientist’s  data gathering requests are appropriate to the problem being addressed, neither exaggerated or lacking. In any case, a Data Scientist should document the reason that a particular data set needs to be gathered.

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