You can invite your students using your course links. To manage your links, click My Account in the upper right corner of the site and then click View Account.
You should see an Add/View Courses button. Click it to create and view your course links.
Copy your links and share them with your students. When they open a link, they will be directed to create their own free account in a few easy steps.