Thats the center counter game I believe, you normaly would take, black responds with Qxd5, and then you respond with Nc3 attacking the Queen and keeping tempo
Beginner Question

That's the Scandinavian Defense. When played at top level play usually continues with 2.exd5 Qxd5 3.Nc3 Qa5 .

Everyone is correct! What a great group of people! I did a quick search of chess.com and found this interesting article. You might try a search of your own and see what you can find.
http://www.chess.com/chessopedia/view/scandinavian-defense
Good luck.
I'm just a beginner.
Assuming I open with white to K4 and my opponent moves to Q5, what is that variation called and what is my best response?