The other girls have given great advice so I won't add to that, but what I did for my first bub (cos I was too scared to buy anything) was put money into a separate savings account every pay, that way when I wanted to start buying the money was there and it wasn't a huge cost burden.
Keep in mind too that if it's your first bub, people will buy heaps of stuff for you.