Feature Engineering — deep dive into Encoding and Binning techniques

Illustration of feature encoding and feature binning techniques

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Feature engineering is the most important aspect of a data science model development. There are several categories of features in a raw dataset. Features can be text, date/time, categorical, and continuous variables. For a machine learning…