Did some research on potential causes and found that the Ice Maker Control Module was the most common cause. I then ordered one from AppliancePartPros and in a couple of days it was here.
I then watched the video through the link that was included with the e-mail invoice and then did the replacement. The hardest part for me was getting the wire harness reconnected, kind of tight for fat fingers. Had ice in about 90 minutes.