Travel Demand Modeling is a systematic approach used to estimate the future travel patterns and demands based on various influencing factors like population growth, economic trends, and infrastructure changes. It is crucial for urban planning, transportation policy, and infrastructure development, enabling planners to make informed decisions about future transportation needs and investments.