Some of watercolour tutorials are done using the computer while others are done with paint and brush in hand. I tried to find some that start with the basics to others that are a bit more advanced, but still doable for beginners.
watercolors. Such good work!
Everyday Artist: Step-by-Step Watercolor: Lake Scene see step by step on her blog