1. Yes, the Fermi energy is set as zero energy. In general, the absolute energy is not uniquely defined, because the electrostatic potential that is defined up to an additive constant.

2. E is the energy as it comes out of calculations. E-E_F is then the newly-defined energy when the Fermi level is shifted to zero.