As above, tram from Piccadilly Station, Piccadilly Gardens or St Peter’s Square towards Ashton Under Lyne. Depending on what you’re doing before the concert (food, drinks etc.) they are all completely walkable from Victoria. Coming home I’d probs just jump off at Piccadilly Station or Gardens and walk back to the hotel if that’s where you’re heading!