Feature Scaling - Standardization | Day 24 | 100 Days of Machine Learning
Channel: CampusX
Date: 09/04/2021

Standardization transforms numerical features to have a mean of 0 and a standard deviation of 1, aiding in comparing and interpreting features with different scales.

Code used : https://github.com/campusx-official/100-days-of-machine-learning/tree/main/day24-standardization

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⌚Time Stamps⌚

00:00 - Intro
01:10 - What is feature scaling?
02:16 - Why do we need feature scaling?
04:58 - Types of feature scaling
06:00 - Standardization - Intuition
13:55 - Code Example and Impact of Outliers
23:20 - Why scaling is important?
28:22 - When should you use Standardization?