If you are new to Azure (you created your account recently) you will not see CDN in the portal. Currently CDN is only enabled for customers who have used it before (~2-3 years). But I do believe we will very soon see CDN enabled for all customers.
And Application Services
is a group which you will see when you click the big plus (+) sign at the bottom left of management portal.