In this video i will show you how you can handle categorical data . it will be done in two steps
1) LabelEncder to give numerical value to each category
2) one hot encoding and column transform to give each category a separate column
How do I encode categorical features using scikit-learn?
source code : https://github.com/harshitroy2605/handling-categorical-data
link to machine learning playlist : https://www.youtube.com/playlist?list=PL288dDBJtFXC_dFUPgIgPF2SSAUr3Tv42
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Machine Learning with Python video 7:How to Handle Categorical Data||OneHotEncoding||ColumnTransform | NatokHD