Cannot ssh to localhost

I am trying to see if ssh is properly configured on Ubuntu 11.04:

  ashish@ubuntu:~$ ssh localhost
  ssh: connect to host localhost port 22: Connection refused
  ashish@ubuntu:~$

What do I do from here?