Data Science, Machine Learning, Artificial Intelligence, Technology, Data Mining.
crucial task of preparing the dataset. This step ensures data quality and consistency, laying a solid foundation for robust analysis. Scaling: We then scaled the data to neutralize the influence of varying scales across features, ensuring a fair and unbiased analysis. Optimal PCA Components: