Data Dreamland, Subash Palvel, Data Science, Dimensionality Reduction, Machine Learning.
widely used dimensionality reduction techniques. It transforms a high-dimensional dataset into a lower-dimensional space by identifying the directions (principal components) along which the data varies the most. These principal components are orthogonal to each other and capture the maximum