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Mock exam 2014 PCA complexity

Can you help me understand how they arrive at a complexity O(M^2*DN) in this exercice? Plus, I don't understand the meaning of M, it is not defined anywhere. Or, if there is a typo, what is the complexity?
Thank you for your help.
Screenshot 2022-01-16 at 08.38.04.jpg

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