Data Science, Python, Machine Learning, Dimensionality Reduction.
effectively reduce dimensionality, resulting in a dataset that is easier to visualize and interpret. In this section, we are going to apply PCA on the Penguins dataset, by utilizing the scikit-learn library. cols_num = ['bill_length_mm', 'bill_depth_mm', 'flipper_length_mm', 'body_mass_g'] cols_cat