Dummy Variable Trap in Machine Learning | Feature Encoding Tutorial 6

During the Feature Encoding in Machine Learning Training pipeline we encode the categorical features into numbers.

In this video I explained when we get the dully variable trap issue during feature encoding with One-Hot Encoding method and how we can resolve this issue.


I hope you are familiar with below encoding methods and if not, please checkout my Feature Engineering Playlist.
Sklearn.preprocessing. OneHotEncoder
pandas.get_dummies


#LabelEncoder #OrdinalEncoder
#FeatureEncoding #FeatureEngineering #FeatureTransformation #DataScience #MachineLearning #CategoricalEncoding #dummyvariabletrap

Python Notebook : https://github.com/atulpatelDS/Youtub...



#FeatureEncoding #DataScience #MachineLearning