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Machine Learning Interview Assignment Pitfalls: Hidden Traps in Open-Ended Tasks and How to Navigate Them

Aug 20, 2026·3 min

Machine Learning Interview Assignment Pitfalls: Hidden Traps in Open-Ended Tasks and How to Navigate Them

A data scientist was rejected for choosing CatBoost over comparing multiple models. Learn the hidden traps in open-ended ML interview assignments and practical strategies to navigate them.