Identifying and Solving Ambiguous Data Science Problems

Zach Monge, PhD
Towards Data Science
4 min readJul 12, 2020

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source: Quang Nguyen Vinh from Pexels (CC0).

In data science, and really science in general, the problems that need to be solved are often not clear. If you do not work in the sciences you may find this surprising. When you read research papers it often may seem that solving the problems addressed in the paper is a natural next step in the field, but that is often not the case and it often takes a lot of creativity to just reach the point…

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