ONE HOT ENCODING with Sklearn | Preprocessing 01
Python One Hot Enconder Tutorial with the Scikit-learn library. We are going to show how to use it, how is compares with Pandas get_dummies method and how we can use its input parameters in our advantage.
If you have any questions, please do not hesitate and ask them in the comment section!
📒 Notebook: https://drive.google.com/file/d/1jTNL...
🗒️ Dataset:
https://www.kaggle.com/datasets/dansb...
Timestamps -
00:00 Intro
01:30 Dataset Overview
02:45 Pandas get_dummies
05:18 OneHotEncoder
08:40 min_frequency
09:45 handle_unknown
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This video is related to the following tags: #data #datascience #dataanalytics #datavisualization #population #statistics #python #barchartrace #scikitlearn #sklearn