Data Science, Machine Learning, Artificial Intelligence, Technology, Data Mining.
centroids_comparison_df.to_csv('/mnt/data/centroids_comparison.csv', index=False) pca_loadings_df, centroids_comparison_df.head() # Displaying the PCA loadings and the first few rows of the centroids comparison DataFrame Conclusion PCA has allowed us to reduce the dimensionality of our dataset,