Dimensionality Reduction, Eigenvectors, Eigenvalue, Data Science, Machine Learning.
one will be looking at new data from a different perspective and one can eliminate useless data. SVD is entirely based on Eigen Values and Matrix. When working on dimensionality reduction, in a mathematical sense, if you put your data into a matrix it will turn out to Each row is all the features