Thats the wrong computer. The one you linked to has a phenom 2 x6 while OP's has a phenom 2 x2.
edit: I guess theres other options. But still might as well upgrade the mobo if your gonna upgrade the cpu, and you'll need a psu if you upgrade graphics cause that 300w psu aint running anything good. So might as well build a new one