Linear expressions are algebraic expressions that represent straight lines when graphed, consisting of variables and constants combined using only addition, subtraction, and multiplication by a constant. They form the foundation for understanding linear equations and inequalities, and are crucial in solving real-world problems involving proportional relationships.