Standard matrix for linear transformations

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question

I am having a hard time understanding where the matrix for $e_1, e_2 $ and therefor $T(e_1) , T(e_2) are coming from. If someone could point me in the right direction I would really appreciate it. I understand everything else, I just can't get started.