If you're interested in differential equations, get a textbook or look at an online course. Any textbook on differential equations will have a definition of the term, as will online sites such as Wikipedia.

The answer to your question is true. For example, U(x,t) is a function that depends on x and t. X and t are independent. Do you think is possible for a dependent function to have derivatives as functions?