From the status/home page of the Cloudera Web UI, I click on Administrations from the tabs along the top. Then choose settings. This gives me a configuration page. Read down the options here, for me the sixth one reads:
Enable Embedded Database Check.
Uncheck it, and then Save Changes (button along the bottom right).