Data Science, Machine Learning, Pattern Recognition, Pca Analysis, Data Reduction.
tall-skinny matrix, as depicted below: Regardless of its size, the correlation matrices derived from A will exhibit symmetry, squareness, and positive semi-definiteness (eigenvalues ≥ 0). Additionally, both matrices will share the same positive eigenvalues and rank as A, earning them the moniker