I made the flash drive bootable using Rufus (Thank you alexoiu), but it still isn't loading.
I am being taken to the EFI Shell screen which shows the following:
EFI Shell version 2.31 [4.654]
Current running mode 1.1.2
Device mapping table
fs0 :Removable Hardisk - Alias hd23b0g0b blk0...