Standardization and Normalization Explained Thoroughly
Автор: Methamatics
Загружено: 2025-06-25
Просмотров: 77
Описание:
Standardization and Normalization, explained clearly, intuitively, and thoroughly! Discovering the math behind it all using simple and powerful Visuals.
Andrew Ng's Video (Source of the Gradient Descent Screenshot):
• #25 Machine Learning Specialization [Cours...
Useful Links:
https://towardsdatascience.com/standa...
https://www.kdnuggets.com/2020/04/dat...
/ normalization-vs-standardization-understan...
Chapters:
00:00 Introduction
00:33 Why do we need them?
03:24 Housing example
05:26 Why ML loves scaling
11:20 Summary of data scaling
11:41 Standardization
22:14 Normalization
26:53 Differences (Overview)
28:11 Differences (Handling Outliers)
32:52 Differences (Detail)
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