Yes, you will!
However, there are differences between the movie and the book. Some things have been shortened or omitted, others have been emphasized. But on the whole all you need to know is explained in the movie.
If you like the movie you might read the book and find out about the differences and discover the unique world of Tolkien!
It's a great movie and a great book!