Data Science, Linear Algebra, Math For Data Science, Data Science Basics.
matrix using this formula: In matrix form, the covariance matrix can be expressed as a 4 x 4 symmetric matrix: This matrix can be diagonalised by performing a unitary transformation (PCA transformation). Here is a result: Since the trace of a matrix remains invariant under a unitary transformation,