Well, there is usually a difference. Some words need an object, while others don't. Sometimes the difference is that one word or phrase is academic or formal, and the other word is used in common speech. Sometimes the context of the whole sentence means you can only choose one word, because its synonym would sound awkward or funny.
As you learn, you'll start to enjoy these tiny differences. :)