Question: hello one question. 1. Please explain why the first principle component direction (the weight vector) corresponds to the largest eigenvector of the sample covariance matrix.

hello one question.

1. Please explain why the first principle component direction (the weight vector) corresponds to the largest eigenvector of the sample covariance matrix.

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