Normalize
**Normalize**
What is Normalize?
Normalization, in the context of data management and databases, refers to the process of organizing data to reduce redundancy and improve data integrity. This usually involves dividing databases into two or more tables and defining relationships between the tables. The goal is to isolate data so that amendments to a field can be made in just one table and to retrieve data efficiently. It's also used in machine learning and data science to rescale numerical features to a standard range (e.g., 0 to 1) without distorting differences in the ranges of values. This can improve the performance of algorithms sensitive to the scale of the input data.
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