Standard Scaler | How and Why Do We Need to Perform Feature Scaling | TeKnowledGeek

Standard Scaler | How to do feature scaling in machine learning | Why Do We Need to Perform Feature Scaling | TeKnowledGeek

In this video, I will show you How to do feature scaling in machine learning? Most datasets contain "different magnitude variance". Why Do We Need to Perform Feature Scaling is the question first to answer, then How to do feature scaling in machine learning using sklearn pre-processing library.

In this video, I'll cover all of the basics:
1. Why Do We Need to Perform Feature Scaling?
2. How to do feature scaling in machine learning
3. How the data is scaled in standard scaling?
4. What is the formula for standard scaling?
5. What is feature scaling in feature engineering?

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Related video title :
Iterative Imputer | how to handle missing data machine learning | TeKnowledGeek

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reference:

https://towardsdatascience.com/prepro...

https://machinelearningmastery.com/st...


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tags : #StandardScaler #FeatureScaling #FeatureEngineering​ #Data_Preprocessing​ #machine_learning​ #teknowledgeek​