Ya, that's what most girls at my studio wear. Make sure the sweats aren't too baggy or the teacher won't be able to see your leg movement. Some girls also wear basketball shorts or capri sweat pants. And I would recommend either buying hip-hop sneakers or wearing tennis shoes (not athletic shoes, but something like cool nikes or converse) depending on studio policy. Good luck and have fun