Why building a data science solution is complex but not in the way you think

It is not all about the tech and the algorithms

Jonathan Choi
Towards Data Science
5 min readMay 29, 2020

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Data science is complicated, getting value from data is hard and most data projects fail. These are all pains that we felt when we tried to deliver a data science solution. After talking to different people in the industry, the most common challenge faced by data teams in the field is often said to be the complexity of building a data science solution. There is some truth to that claim but I believe there is a general…

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Passionate about living a meaningful life. I write about productivity, work life and data.