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First Principles – a data science use case

February 16, 2023

By Paul Koot, Data Scientist at Notilyze

As a data science consultant, I have experienced that a project often starts with a lot of stakeholders who have an abundance of cool ideas and a lot of enthusiasm to start using data. However, this enthusiasm can quickly vanish after realizing that the first, second and maybe third Proof of Value (PoV) all have one factor in common; a customer (or his/her manager) concluding with one of the following remarks: ‘but what can we do with this insight?’ or ‘but now my problem is still not solved, because…’ or even worse: ‘we cannot do anything with your analysis’. 

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