Question: what is the difference between f and f(x)?
Answer: The name of the function is f; f(x) indicates applying the function to the value x and can also represent the actual value obtained by applying the function to x. ... That's just a way to indicate that f is a function of just one variable. So yes, f and f(x) are often interchangeable, but only by abuse of language.