Unified theory of finitely generated groups and Lie groups

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I remember reading several times that Lie groups, and particularly compact Lie groups can be seen as analogous to finitely generated groups.

I can see the analogy between the generators, exponential map and so on but I don't know any formalization of those analogies.

Is there some theory unifying Lie groups and finitely generated groups ?