Small. Fast. Reliable.
Choose any three.
http://souptonuts.sourceforge.net/readme_sqlite_tutorial.html - A nice and compact Tutorial by Mike Chirico

http://sol.gfxile.net/tutorials.html - GalaXQL : an interactive SQL tutorial by Jari Komppa. It uses SQLite and wxWidgets.