Matrix operations are fundamental procedures in linear algebra that involve the manipulation of matrices to solve systems of equations, transform data, and perform various mathematical computations. Understanding these operations is crucial for applications in computer graphics, engineering, physics, and machine learning, where matrices are used to represent and process large datasets efficiently.