Introduction to Feature Scaling and various Scaling Techniques for scaling data | Machine Learning

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In this tutorial, we'll look at the WHAT, the WHY, the WHEN of feature scaling.

Feature scaling is so important that your model performance could shoot up by many a percentage points if you use the correct feature scaling techniques.

I've uploaded all the relevant code and datasets used here (and all other tutorials for that matter) on my github page which is accessible here:

Link:

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If you have any qualms regarding any of the content here, please feel free to comment below and I'll be happy to assist you in whatever capacity possible.

Thank you!

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Dear Rachit -- Your Videos are awesome for Sklearn... Just wanted to know what should I add in project . If you can explain any banking related projected related to machine learning It would be great and would help many subscribers.

salmanashraf

Namste Rachit, I need help for Data preprocessing workflow.
First we need to remove outlier --> Gaussian Transformation --> Feature scaling or
remove outlier --> Feature scaling --> Gaussian Transformation which flow is correct, kindly help.

ajaykushwaha-jemw

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