I have followed the Django Book up until chapter seven, and I am currently messing around with forms, GET, POST and all that goodness. At one point, the guide made me figure out
10061 isn't the port number, that's the error number. You want to open port 8000.
See this answer for someone who was having the same problem because they were using the wrong port: No connection could be made because the target machine actively refused it