That's Slim Shady, yeah baby, Slim Shady's crazy

Meaning

Em is telling his daughter that the crazy things he does (such as hitting Kim) are not done by him, but rather his crazy alter-ego Slim Shady.

This is also a reference to one of his songs: “My Dad’s Gone Crazy”.

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