Label vs One-Hot Encoding in ML with Scikit-learn
Learn how to apply Label and One-hot encoding using Scikit-learn and pandas for feature engineering in machine learning. π§

Up data science
27.5K views β’ Jul 12, 2020

About this video
In this tutorial, you will learn how to apply Label encoding & One-hot encoding using Scikit-learn and pandas. Encoding is a method to convert categorical variable into numerical variables, which is going to create better features for machine learning models, ready to learn in just than 10 minutes?
*More information on label encoding: https://scikit-learn.org/stable/modules/generated/sklearn.preprocessing.LabelEncoder.html
*More information on one-hot encoding: https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.get_dummies.html
*Machine learning in 10 minutes: https://www.youtube.com/playlist?list=PLAy8nZQgaqPHQRb-t0G9mfrCOYAGFyoV6
*Python in 10 minutes: https://www.youtube.com/playlist?list=PLAy8nZQgaqPFhZn8dKhlLWQ5SxaS0ssS6
*Pandas in 10 minutes: https://www.youtube.com/playlist?list=PLAy8nZQgaqPFaTzBAaIiby4pLZD-dlb_E
*Visualization in 10 minutes : https://www.youtube.com/playlist?list=PLAy8nZQgaqPE1_LauWGN5sh5g_LNRcQ0k
*More information on label encoding: https://scikit-learn.org/stable/modules/generated/sklearn.preprocessing.LabelEncoder.html
*More information on one-hot encoding: https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.get_dummies.html
*Machine learning in 10 minutes: https://www.youtube.com/playlist?list=PLAy8nZQgaqPHQRb-t0G9mfrCOYAGFyoV6
*Python in 10 minutes: https://www.youtube.com/playlist?list=PLAy8nZQgaqPFhZn8dKhlLWQ5SxaS0ssS6
*Pandas in 10 minutes: https://www.youtube.com/playlist?list=PLAy8nZQgaqPFaTzBAaIiby4pLZD-dlb_E
*Visualization in 10 minutes : https://www.youtube.com/playlist?list=PLAy8nZQgaqPE1_LauWGN5sh5g_LNRcQ0k
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Video Information
Views
27.5K
Likes
337
Duration
7:36
Published
Jul 12, 2020
User Reviews
4.5
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