1. From the course, click the gear icon at the top right. 
2. Select More... from the drop-down menu.
3. Scroll down to the Question bank area and choose Categories.
4. Scroll down below the Add category blue bar and enter the name for the new category.
5. Determine any other settings/information (parent category, description, etc.) and then click the blue Add category button at the bottom of the page.