Grid computing is a method that connects multiple computers to work collaboratively on complex tasks beyond the capability of a single machine. It involves breaking down larger problems into smaller subtasks that are assigned to different computers, enhancing processing speed and resource utilization. Common applications include scientific research, weather forecasting, financial modeling, earthquake simulation, and climate modeling.