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Categorical Features
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Category:
Machine Learning
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About the contributors
SG
Swarnabha Ghosh
KD
Keshav Dhandhania
Machine Learning @ MIT (2014)
PJ
Prabhav Jain
Co-founder, Commonlounge. MIT EECS.
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Table of contents
What is a categorical feature?
Types of categorical features
Strategies to deal with Categorical data
Label encoding (used for Ordinal Variables)
One hot encoding (used for Nominal Variables)
Summary
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