How To Make 2D Objects In Unity

Is it possible to make 2D objects in this 3D software like how this game here was made & how is that done?

Yes. That is actually a 3D game, just constrained to movement in 2 dimensions. Look at http://unity3d.com/support/resources/tutorials/2d-gameplay-tutorial