This notebook shows a way to handle imbalanced datset and also discusses why is it important to do so. Uses Credit Card Fraud Detection dataset from Kaggle.
Kaggle: https://www.kaggle.com/code/nepalsushant/what-happens-if-you-don-t-balance-imbalanced-data
Dataset : https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud