To remove(delete) a directory use:
rmdir *directory name*
e.g: rmdir "my directory"
To remove a non-empty directory use:
rm -r *directory name*
e.g: rm -r "my non-empty directory"
Use "" when your directory path (absolute or relative) or name contains spaces