Finding the inverse of linear transformation using matrix

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Assuming I have a linear transformation represented by a matrix with respect to some random bases, how could I find the inverse of the transformation using the matrix representation?

I know I should find the inverse matrix but from there on, I have no clue what to do.

Thanks in advance!