Data Science, Machine Learning, Artificial Intelligence, Technology, Data Mining.
encoded. This process created additional binary columns for each category within these two columns, which is suitable for our PCA and clustering analysis. The dataset now contains columns like mfr_A, mfr_G, type_C, type_H, etc., representing different manufacturers and types of cereals. The dataset