What is Normalization & Standardization?
<p><strong>Normalization</strong> (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.</p>
<ul>
<li>It ensures that all features ‘contribute equally’ to the distance calculations, preventing features with larger magnitudes from dominating</li>
<li>The minimum value will be 0 and the maximum value will be 1</li>
</ul>
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