Just download the ubuntu ISO on say the Desktop of another Linux machine. Then insert your usb and use the fdisk -l
command to locate your usb...next step would be to use the dd command to write our iso to the usb:
sudo dd if=/path/to/iso of=/path/to/usb
Please make sure the 'of' part above points to your usb otherwise you might format our hard drive
and once this command is run successfully, you can use the usb for installation....Alternatively, if you have a windows computer around, use the procedure below coming from a video shared on YouTube:
I hope this will help !