Machine Learning, Data Science, Deep Learning, Dimensionality Reduction, Artificial Intelligence.
including categorical variables. Goal: Are you looking for visualization, noise reduction, or better model performance? Different techniques are better suited for different goals. Interpretability: Keep in mind that some dimensionality reduction techniques, like PCA and LDA, provide interpretable