Log into Blackboard and access your Blackboard course.  Hover your cursor next to the link you want to remove, and click on the chevron button that appears next to the link.

Select Delete from the menu that pops up on screen.

A dialog box will pop up asking you to confirm the deletion. Click on Delete Content to remove the link.  Select Cancel if you no longer want to delete the link.