Data Science, Machine Learning, Pattern Recognition, Pca Analysis, Data Reduction.
Consequently, A takes on dimensions m×n, rendering AAᵀ as m×m and AᵀA as n×n. Constructing the row-wise correlation matrix AAᵀ, especially for large `m`, proves impractical in many applications due to its considerable dimensions and associated computational challenges. For instance, in fluid