Can I do this tutorial without a potentiometer?
The potentiometer sets the Voltage to the Contrast of the LCD.

You could replace the potentiometer with two resistors. See the diagram. One from 5V to pin3 of the LCD and the other from pin3 to pin1. Equal values of about 4.7k might be a good starting point.