I'm a Vim guy at heart. I love keyboard shortcuts! I even use them in GMail.
For a full write-up from Google, read this.
*u - Select unread messages # - Delete selected messages j - Move to older conversation k - Move to newer conversation / - Search l - Open the labels dialog Shift+I - Go back to the Inbox