The area of a rectangle can be calculated by multiplying its length by its width. In this case, the length is 15 feet and the width is 12 feet. Therefore, the area of the flower bed is 15 feet * 12 feet = <<15*12=180>>180 square feet. Answer: \boxed{180}.
