"Normalization" Pronounce,Meaning And Examples

"Normalization" Meaning

Normalization is a process in linguistics where a word or phrase is given a standard form, usually to make it easier to read and write. In language teaching, normalization typically refers to the process of simplifying or standardizing words, phrases, or sentences to eliminate unusual, archaic, or culturally specific language.

"Normalization" Examples

Normalization

Normalization is a process in statistics and machine learning that transforms data to have zero mean and unit variance.

Example sentences:

The company implemented data normalization to ensure that all customer information was consistent and comparable.
The research team used normalization techniques to reduce the dimensionality of the high-dimensional data.
Normalization of the data is a crucial step in many machine learning algorithms to prevent overfitting.
The database administrator enabled normalization to optimize database storage and improve data retrieval.
The statistician used normalization to convert the data into a standard scale for easier analysis.

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