A red-black tree is a self-balancing binary search tree where each node is either red or black, ensuring that no root-to-leaf path is more than twice as long as any other. Key operations include searching, inserting, and deleting nodes, with specific rules to maintain its balanced structure during these operations. The document outlines the functionality, properties, and cases for correcting violations that occur during insertions and deletions.