The RAF actually trained all of it's bomber crews in Canada once the war started. When the US entered the war they adopted Canada's methods too. Fuel was in very short supply on the Island, and rampaging German fighters would have killed a lot of training crews. Crossing the Atlantic twice was risky, but the fuel problem was solved.