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Shortcut Learning, The Reason ML Models Often Fail in Practice

TLDR, models always take the route of least effort.

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Training machine learning models is far from easy. In fact, the unaware data scientist might trip and fall in as many pitfalls as there are living AWS instances. The list is endless but divides itself nicely into two broad…