chain problem

Hey Yall I recently purchased a Jamis Dakar XC and have been riding it for about three weeks not. Last week I took the chain off and cleaned it up. But since then I have noticed that that Chain seems to slip some how. I'll be pedaling and all of a sudden it will feel as if it wants to change...