Freaks City

Introduction to Dimensionality Reduction In data science projects, we often encounter datasets with numerous features. While having many variables can be beneficial, it frequently leads to redundancy where features exhibit high correlation or multicollinearity. This presents significant challenges for analysis. Excessive features contribute to ...