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Data Drift
MLOps Engineer
Data Drift questions
7 questions on Data Drift for mlops engineers, easiest first.
Easy
1
Simple image drift stats
easy
Medium
2
Covariate shift or concept drift
medium
More unknown tokens
medium
Hard
4
Mean and std did not move
hard
Correcting for covariate shift
hard
Drift on 19,000 pincodes
hard
Each feature fine, model not
hard
