Leaving Home Depot for another job

Started at Home Depot only a couple weeks ago, and still doing my training and all that. Got a call back from a job I wanted more than Home Depot, full time and more hourly wage. I was thinking of waiting till my last day to quit, so I’m not without a paycheck. Never had to quit a job without giving a two weeks notice, so how would you guys suggest I do it.