Feature Scaling - Normalization | MinMaxScaling | MaxAbsScaling | RobustScaling
Normalization, also known as Min-Max Scaling, is a technique that brings numerical features to a standard scale, preventing certain features from dominating others in the model.
Code used: https://github.com/campusx-official/1...
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⌚Time Stamps⌚
00:00 - Intro
00:30 - What is Normalization
03:20 - MinMaxScaling Intuition
08:15 - Code Example
14:43 - Mean Normalization
16:52 - MaxAbsScaling
18:20 - Robust Scaling
20:15 - Normalization vs Standardization
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