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Lessons learned turning machine learning models into real products and services

O'Reilly Media - Data

A model that recommends what sports programs to watch, for example, would need to consider that the Super Bowl is huge in the U.S., Once a model is built, software engineers need to make it accessible through some API for use inside actual products and services. Sometimes, the need to localize models is obvious.