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Scaling, Normalizing, and Per Ratio Standards Wolverhampton  Form

Scaling, Normalizing, and Per Ratio Standards Wolverhampton Form

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hello people from the future welcome to normalized nerd i know it's been a year since i uploaded my last video but as i mentioned in my community post a lot of things happen in my life in the past year and i was super busy with it but finally i am here with a new exciting video in this video i'm gonna talk about feature scaling and normalization and hopefully i'll be able to clear some misconceptions along the way so without any further ado let's get started first of all let's see what feature scaling really is for that we need a feature suppose x is a continuous feature from a raw data set and we haven't performed any preprocessing on it to visualize the distribution of x let's plot its histogram now i'm going to divide every value of x by 2 and this shrinks the histogram well this was an example of feature scaling where we literally scale the feature by half we can also subtract a number first and then divide it by another number here i am subtracting by 7 and then dividing by 2 this

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