Tag: Standardization

The term normalization and standardization are used a lot in statistics and data science. We sometimes use them interchangeably. People usually get confused between these two terms. But there is a subtle difference between these two. And that’s where the interviewer takes the step and boom! yo...

Normalization (일반화), is a technique often applied as part of data preparation for machine learning. The goal is to change the values of numeric columns in the dataset to use a common scale, without distorting differences in the ranges of values or losing information. It ensures that...