I would start with 100x amplification as a guess. If I remember enough from my college lab classes I can use a variable pot for one of the resistors to adjust the gain.
Could you explain what you mean by a bipolar supply? I would want to run the circuit off the 5V or 3.3V line directly from the Arduino board to keep things simple.