Do You Even [Feature] Scale? What / Why / How / When Feature Scaling

Опубликовано: 07 Ноябрь 2024
на канале: Data with Sandro
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Features Scaling is of crucial importance, in this video, we will answer what is it? Which algorithm to use? How to do it? Why it is important and most importantly which algorithms need feature scaling to work properly? I will also walk you through the most common 6 algorithms you can use and visualize how they perform.

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0:00 Intro
0:30 What Is Feature Scaling?
1:20: Why Is Feature Scaling Important?
2:20 6 Algorithms in depth
6:26: How To In Python
7:43 Which ML Algorithms Need It?
8:50 When do you do it?