I've Been to the Mountaintop
In the end of this speech, King is talking about a story from the Old Testament.  Moses was the leader of the Israelites (the people of Israel).  The Israelites followed Moses because they thought he would lead them to a Promised Land.  In this Promised Land, they could live in peace.