What causes an iPad to go dead?

Can you tell me what typically leads to an iPad becoming unresponsive or "dead"? Are there specific issues like battery depletion, software malfunctions, or hardware damage that are common culprits? Understanding the root cause is crucial in finding the right solution to bring the device back to life. Is there a step-by-step troubleshooting process one can follow to diagnose the problem accurately?