Ha ha, In my dojo we have people who are 30-40+ wanting to join, and they do fine.
Go for it.
And no, it's not weird for a girl to learn a martial art, In fact there are some girls who train the same style as me, who could whip my ass...when they are holding back. Gender and age don't really make much of a difference, so give it a go!