I am going to play my first round of Dominion (+ Intrigue Expansion) this weekend with 4 other players who have played Dominion before. I have read the rules and now I want to avoid the typical traps a beginner might fall into.

What are the big and tempting mistakes that you see new players make in Dominion? Is there any other advise for the first steps in this game?