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Scoping has to do with deciding on the objectives of the project and what makes it a good candidate for a machine learning or artificial intelligence application. Scoping can seem to be the most trivial aspect of a project, yet it involves the most fundamental part in initiating a project. There are a few questions a project team should ask before initiating a data problem:
Why is the problem important?
Who does the problem affect?
What if we don’t have the right data to solve the problem?
When is the project over?
What if we don’t like the results?
Gutman, A. J., & Goldmeier, J. (2021). Becoming a data head: How to think, speak, and understand data science, statistics, and Machine Learning. John Wiley & Sons.
Updated on 11 May 2022