Imbalanced Datasets

Understand the concept of imbalanced datasets and their impact on machine learning model performance. Learn why imbalanced data causes bias toward majority classes and difficulties in detecting minority class patterns. Explore challenges such as model bias, poor generalization, and misleading evaluation metrics to build fairer and more effective models.