Standardization vs Normalization (Feature Scaling Basics)
Автор: Notebook Learning
Загружено: 2026-01-10
Просмотров: 0
Описание:
Standardization and normalization are both used for feature scaling — but they are not the same thing.
In this video, we explain feature scaling from first principles. What standardization and normalization actually do, how they differ, and when you should use one over the other in data science and machine learning.
You’ll learn:
• What feature scaling is and why it’s important
• How standardization works
• How normalization works
• Key differences between standardization and normalization
• When to use each technique in practice
This video is part of Notebook Learning, a channel focused on clear, visual explanations of complex topics in Data Science, Machine Learning, AI, and NLP.
Whether you’re a beginner, student, or developer, this video will help you avoid common feature scaling mistakes in just a few minutes.
📘 New five-minute explainer videos coming regularly.
#DataScience #FeatureScaling #Standardization #Normalization #MachineLearning #AI #NotebookLearning
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