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Glossary: ML in Production

Training-serving skew

Also written: skew

Data prepared differently for training and for predictions, such as filling missing ratings with the median in one and 0 in the other. Nothing crashes, but scores are slightly wrong; one shared `prepare` function prevents it.

Where the book teaches it

Related terms

Package (Python)