Read Phenomenological Introduction to PID controllers.

This document focuses on building a phenomenological understanding of PID controllers through demos.

Read Analytical Introduction to PID controllers.

Watched PID controller explained, What are PID Tuning Parameters?, How to Tune a PID Controller. These are very good.