There are many different reasons , Aa few fixes :
In edit mode , Press AA until everything has been selected. Press CNTRL+N Ctrl+N, This re - calculatescalculates normals and corrects them.
Press TT Inside the 3D view , Andand on the left you should see a button that says "Remove Doubles" , Clickclick that and it could possibly fix your problem.