Difference between Sklearn OneHotEncoder vs pd.get_dummies | Feature Encoding Tutorial 5
During the Feature Encoding in Machine Learning Training pipeline we encode the categorical features into numbers. In this video I explained which method we ...
🔥 Related Trending Topics
LIVE TRENDSThis video may be related to current global trending topics. Click any trend to explore more videos about what's hot right now!
THIS VIDEO IS TRENDING!
This video is currently trending in Pakistan under the topic 'f'.
About this video
During the Feature Encoding in Machine Learning Training pipeline we encode the categorical features into numbers.
In this video I explained which method we should use for one-hot encoding in real world machine learning pipeline during model building.
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
Video Information
Views
3.8K
Total views since publication
Likes
53
User likes and reactions
Duration
5:15
Video length
Published
Mar 26, 2021
Release date
Quality
hd
Video definition