There are a lot of extensions to manage a photo gallery.
You can find them here :
Photo Gallery - Joomla! Extensions Directory
You can find there some demos for each one.
You can find a lot of help on joomla official forum :
Joomla! • Index page
I'm using joomla since 2005 and I like it.