Machine Learning, Data Science, Analytics, Data Analysis.
approximate a matrix. This can be used for data compression by storing the truncated forms of U, S, and V in place of A and for variable reduction by replacing A with U. Results will need to be transformed back to the original coordinate system by multiplying with S and V in accordance with