Matrix computations involve performing mathematical operations on matrices, which are essential in various scientific and engineering disciplines for solving systems of equations, transformations, and optimizations. Efficient algorithms and numerical stability are crucial in matrix computations to handle large-scale problems and ensure accurate results.