In Principal Component Analysis (PCA), diagonalizing the covariance matrix of any given matrix X can be done by eigenvalue decomposition of the covariance matrix reduction.
Write Python code to find the decomposition of C for the given matrix X:
X =
0 0
2 2
and write its output.
[Total: 7 marks]