On the Canon website you can find the Linux driver for this scanner by following this link.
Unpack this driver to an easy to find location and open that folder in a terminal. In this folder you'll find a file named install.sh. Now enter the following command when in the terminal session:
sudo ./install.sh
The driver will now be installed and you are ready for step 2.