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Feature Selection for High-Dimensional Genomics

Medium
Machine LearningFeature EngineeringBias-Variance Tradeoffmodel training

Problem

How do you approach feature selection when the number of genomic features vastly exceeds the number of available clinical samples at Tempus labs?

Practicing as: Machine Learning Engineer interview at Tempus labs

Hi, I'll play your Tempus labs interviewer for the Machine Learning Engineer role. Candidates describe these interviews as mixed and moderately difficult, so expect me to be professional and fair. Take your time with the question above and answer like we're in the room.

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