Encoding Categorical Data: Ordinal and Label Encoding Techniques

This article covers methods for encoding categorical data, including Ordinal Encoding and Label Encoding, which convert categorical variables into numerical form to support machine learning models.

Encoding Categorical Data: Ordinal and Label Encoding Techniques
CampusX
174.2K views β€’ Apr 12, 2021
Encoding Categorical Data: Ordinal and Label Encoding Techniques

About this video

Encoding Categorical Data involves techniques like Ordinal Encoding and Label Encoding, which assign numeric values to categorical variables, facilitating model interpretation.

Code used : https://github.com/campusx-official/100-days-of-machine-learning/tree/main/day26-ordinal-encoding

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⌚Time Stamps⌚

00:00 - Intro
00:35 - Revision
03:06 - What is Ordinal data
05:27 - Label Encoding
07:09 - How ordinal encoding works?
09:20 - Code Example

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Video Information

Views

174.2K

Likes

4.0K

Duration

19:53

Published

Apr 12, 2021

User Reviews

4.7
(34)
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