Free online course to lead you through some fundamental ideas at FearofPhysics.com.
To be honest, when I chose the free online course, and looked through the notes, the fear came back.
My strategy would be to watch the videos first, look at some books, go web browsing, then come back to the notes supplied with your no-fear course.
(With that amount of preparation, the panic might have begun to lessen.)
