Data Science, Machine Learning, Artificial Intelligence, Technology, Data Mining.
Many algorithms, including PCA and KMeans, are influenced by the scale of the features. Features with larger numerical ranges can dominate the algorithm’s behavior, leading to biased results. Scaling ensures that each feature contributes equally to the analysis. Distance Measures: KMeans and PCA’s