Beer Home Brewing Kits vs. Buying Piece by Piece?

I am thinking about getting into beer home brewing as a hobby, would you recommend buying a starter kit or buy the equipment piece by piece and if so what kit? What pieces? And what sites would you recommend checking out?

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