Difference between computer engineering and computer science?

I got admitted into UBC for bachelor of applied science. I really enjoy working with hardwares, thats why I want to take computer engineering as my major. Do I have to know programming to study computer engineering? I dont have any prior knowledge on programming in PC. Should I select electrical engineering as my major instead?