Without getting technical, you have a argument when a conclusion is said to follow from a set of premises. For a deductive argument, If it in fact follows, the argument is classified as valid.  Otherwise the argument is invalid.  Inductive arguments are neither valid nor invalid.

To your subquestion- yes, there is a way to tell you have an argument.  The conclusion will be preceded by words like, Therefore, So, Thus, Hence, etc.