Just another way of saying "Son of a bitch"
People say it when they don't wanna swear but still let people know what they think about someone or comment a situation. Although in most cases everyone actually uses the original not this one .
Friend : Dude,can't you see he fooled you again?
You : ...That son of a beech!
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