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web site database backend?

Knowing very little about Linux database options...

Is there a way to have a database that accepts data from html forms, but which 
requires no administration whatsoever on the web server side?  IOW a database 
that the user could put in their own directory structure that they could use, 
without the equivalent of Window's Control Panel ODBC connections being setup 
in advance?

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