Ubuntu install Hangs on Splash Screen Fix

When I was trying to install Ubuntu I experienced a very strange issue. The Ubuntu install hangs on splash screen for a very long time. I would select the option to try Ubuntu in the grub menu, and then I would get this strange screen with broken graphics. It looked like the graphics failed to load or something. The Ubuntu install freezes on that screen and would not advance. I eventually found out that this issue will occur if you are using an Nvidia Graphics card.