Models provide necessary simplifications to a complex world. They reduce real-world phenomena into a set of key features and relationships that allow us to explain, analyze, and sometimes even predict. But there is a cost to these powerful benefits. In this post, Data Scientist Tony Yiu walks us through understanding the limitations of our models and their assumptions.
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