First of all, open up a terminal and open /etc/default/grub in your favorite editor.

Proceed to remove the splash option from GRUB_CMDLINE_LINUX_DEFAULT (you can also remove the quiet option to see the boot sequence).

GRUB_CMDLINE_LINUX_DEFAULT=""

Then update your boot config by running:

sudo update-grub2