Summary In general, data normalization establishes a foundation for achieving semantic interoperability and creates an infrastructure that enables data sharing and aggregation.

The Data Science Lab Data Prep for Machine Learning: Normalization Dr. James McCaffrey of Microsoft Research uses a full code sample and screenshots to show how to programmatically normalize numeric ...

And as the Trump Normalization Watch database highlights, that process has already begun. Anyone can submit an example of "Trump normalization" to the database using its Google Form.

Someone implementing the model in a data center, for example, may be unaware of any normalization. Data centers typically employ hardware that can run inference on a model at full 32-bit ...