Disclosed are an LED (Light Emitting Diode) display module and a method of fabricating the LED display module. Lamp beads in the LED display module are fixed to the surface of a linearly arranged lamp bead plate, the lamp bead plate is fixed to a driving PCB (Printed Circuit Board), the surface of the lamp bead plate is perpendicular to the surface of the driving PCB, the surface of the driving PCB is perpendicular to the surface of a glass plate, and a fixed member is fixed on a frame. The transparent glass plate with high transparency is employed as a mounting body and the driving PCB is transversely disposed on the glass plate, so that shielding of light by the driving PCB can be remarkably reduced and the transparency of the LED display module is improved.