Graph traversal is the process of visiting all the nodes in a graph in a systematic manner, which is crucial for solving problems like searching, pathfinding, and connectivity analysis. The two primary methods of traversal are Depth-First Search (DFS) and Breadth-First Search (BFS), each with its own advantages and use cases depending on the structure and requirements of the graph.