5 ways to work with imbalanced data | Imbalanced dataset machine learning | Imbalanced data

Описание: 5 ways to work with imbalanced data | Imbalanced dataset machine learning | Imbalanced data
#ImbalancedDataClassification #UnfoldDataScience


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About this video:
In this video, I explain how to work with imbalanced data in machine learning classification use case. I explain multiple ways in which we can take care of imbalanced data and train a better machine learning model.
Below topics are explained in this video:

1. 5 ways to work with imbalanced data
2. Imbalanced dataset machine learning
3. Imbalanced data in classification
4. Undersample and oversample
5. Undersample majority class
6. smote meaning
7. smote in python

imblearn page link - https://imbalanced-learn.org/stable/r...