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Introduction to Categorical Variable Encoding

Machine learning models work very well for dataset having only numbers. But how do we handle text information in dataset? Since regression models require numerical input, dummy In this video we will be discussing about how to Handle Thank you for watching the video! You can learn Data Science FASTER at :) Master Python at ... Myself Shridhar Mankar an Engineer l YouTuber l Educational Blogger l Educator l Podcaster. My Aim- To Make Engineering ... Here is a video which provides you the detailed explanation of how we can handle the

Before training a machine learning model, you have to convert the texts (

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Encoding Categorical Data | Machine Learning Fundamentals
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Encoding Categorical Data | Machine Learning Fundamentals

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In this video, I teach you how to

One-Hot, Label, Target and K-Fold Target Encoding, Clearly Explained!!!
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One-Hot, Label, Target and K-Fold Target Encoding, Clearly Explained!!!

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In theory, discrete

Quick explanation: One-hot encoding
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Quick explanation: One-hot encoding

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What is one-hot

Machine Learning Tutorial Python - 6: Dummy Variables & One Hot Encoding
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Machine Learning Tutorial Python - 6: Dummy Variables & One Hot Encoding

497,677 views Live Report

Machine learning models work very well for dataset having only numbers. But how do we handle text information in dataset?

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Last Updated: June 3, 2026

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