Spaceflight Theories: A beginners guide to rocket and space sciences

When people say it isn’t exactly rocket science what do they mean? Well for the uninitiated it’s seemingly a jumble of complex maths, physics and engineering. The question I have always asked is how complex is it to understand and can it be presented in a more accessible level for the lay reader?