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Scaling needs every element to be scaled individually. So You can't do feature scaling when you have null values, Thus you need to preprocess your data & I'm suggesting the following options: delete your rows ( I do not recommend it if your data is small ) replace it with mean or median … a little bit advanced to use linear regression to predict the ...

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