Feature Scaling Standardization Day 24 100 Days of Machine Learning

>> YOUR LINK HERE: ___ http://youtube.com/watch?v=1Yw9sC0PNwY

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/1... • ============================ • Do you want to learn from me? • Check my affordable mentorship program at : https://learnwith.campusx.in/s/store • ============================ • 📱 Grow with us: • CampusX' LinkedIn: / campusx-official • CampusX on Instagram for daily tips: / campusx.official • My LinkedIn: / nitish-singh-03412789 • Discord: / discord • Instagram: / campusx.official • E-mail us at [email protected] • ⌚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?

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