*FIXED* I made a noob mistake. I didn't plug in the 8-pin power connector on the mobo. The CPU Fan now spins, the GPU Fan spins, and the computer starts up!!!!!!
The only question left is there is an empty port on my HDD and CD/DVD Burner drives. It is 8-pronged. I currently have a SATA cable running into each of them and they are connected into the PSU. Am I missing an 8-pin plug or are the other two all I need?
You can connect a single power cable to your SATA drives (SATA or Molex). If you connect both, the drives could be damaged. Those units probably are a few years old. Newer drives only have a SATA power connector and a SATA I/O connector.