Windows 10 on Sony Vaio VGN-Z650N/B Boot Problem Solved

This is quite easy. You just need to turn off the fast boot option.
To do so go to the Power Options --> Choose what Power button does and remove the check from the "Turn on fast startup (recommended)

That's it. After this change I didn't have any boot issues anymore.