Under the Manage tab, click on the Hosted Libraries item in the left column. Click on the New library button at the top. 

To create a new library, two pieces of information are required: the library name, and the library alias. The alias is used to construct the URL of which users will access the library from. Click Create and the library should be created.

For tutorials on how to manage your library refer here.