17 R4, PXE over IPv4 error on startup after failed Windows 10 fresh install

Couple weeks back, I attempted to do a fresh install of Windows 10 on a new SSD, needed more space so I bought a 1T drive. The new SSD was bad, computer didn't even recognize a drive. So, I had to put the old SSD back in until I can get another one.

When doing the install, I changed in the bios to boot via USB. After the issue with the bad drive and putting the old one back in, I get the Start PXE over IPv4 error message on evert start up. I can restart, press F12, and then select Window Boot Manager, or hit ESC a couple times and am able to get Windows to boot. However, I really would like to know how to fix this issue.

Should I instead select Change Boot Mode Settings? Or something else?

When getting that error, and then restarting again and pressing F12 a BIOS screen appears with the following listed (from memory b/c I did not take a pic):

UEFI BOOT:

Onboard NIC (IPV4)

Onboard NIC (IPV6)

Windows Boot Manager

OTHER OPTIONS:

Bios Setup (I THINK this is an option)

Device Configuration (cant remember if this was listed or not)

Diagnostics

Bios Flash Update

Change Boot Mode Settings

I do NOT remember anything note about secure boot being on, but the following image is almost exactly what I see when pressing F12:

Every article I find on this assumes that I can easily get into the BIOS menu and change things, however I'm only given the above. I have updated the BIOS as well, and that did not make any changes to fix the issue.

Thanks for the read and any information will be helpful.