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Python Feature Engineering Cookbook : Over 70 recipes for creating, engineering, and transforming features to build machine learning models /: Over 70 recipes for creating, engineering, and transforming features to build machine learning models. (2020)
Record Type:
Book
Title:
Python Feature Engineering Cookbook : Over 70 recipes for creating, engineering, and transforming features to build machine learning models /: Over 70 recipes for creating, engineering, and transforming features to build machine learning models. (2020)
Main Title:
Python Feature Engineering Cookbook : Over 70 recipes for creating, engineering, and transforming features to build machine learning models
Table of ContentsForeseeing Variable Problems When Building ML ModelsImputing Missing DataEncoding Categorical VariablesTransforming Numerical VariablesPerforming Variable DiscretisationWorking with OutliersDeriving Features from Dates and Time VariablesPerforming Feature ScalingApplying Mathematical Computations to FeaturesCreating Features with Transactional and Time Series DataExtracting Features from Text Variables.
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