Data Analysis

An Overview of Data Preprocessing: Converting Variables — Column Transformers, OneHotEncoding, Label Binarizer, Standardization, Normalization, Robust Scaling, and more

Useful data preprocessing methods with python implementation in one view

Ibrahim Kovan
Towards AI
Published in
5 min readAug 5, 2021

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The dataset should render suitable for the data trained in Machine Learning and the prediction made by the algorithm to yield more successful results. Each column has a different…

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