Elimination and substitution are techniques used in algebra to solve systems of linear equations, where elimination involves removing variables by combining equations, and substitution involves solving one equation for a variable and substituting this expression into another equation. These methods are fundamental for finding the exact solutions of linear systems and are essential for understanding more complex mathematical concepts like matrix algebra and linear transformations.