Month: December 2017
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How To Standardize Data In Python With Scikit Learn
Standardization Sometimes when you are working with datasets for data science, you will need to standardize your dataset before fitting a machine learning model to it. What exactly does standardization do? It essentially takes your values and shifts the values so that the original mean value is placed at 0 and the standard deviation is
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How To Normalize Data In Python With Scikit Learn
Normalization Sometimes when you are working with datasets, you will need to preprocess them for your machine learning models. One form of preprocessing is called normalization. It basically takes your dataset and changes the values to between 0 and 1. The smallest value becomes the 0 value and the largest value becomes 1. All other
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