Similar matrices and linear transformation

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I have no idea about this, can someone give me some hints? Thanks! I think they may represent the same thing but don't know how to prove it. The only thing I can think of is to write the definitions of A & B in the def'n 1. Then what's next?

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Hint:

$P$ is the matrix that represents the change of basis.