Healthy foods/ healthy diet?

Ok so i'm kinda big and I'm not primarily concerned with losing weight but more with heart disease and buildup of fat in the arteries. I want a diet that will pump vitamins and natural things into my body but one that will also hlp me lose weight and teach me to eat healthy.