Introduction to Dimensionality Reduction When dealing with machine learning products, we often face datasets with numerous attributes.Metropolitan areas currently generate huge amounts of data (from security cameras and environmental sensors) and currently contain significant infrastructure networks (like All those managing targeted traffic lights)