Matrix theory is a branch of mathematics focusing on the study of matrices, which are rectangular arrays of numbers, symbols, or expressions, and are used to represent linear transformations and systems of linear equations. It provides the foundation for various fields including computer graphics, quantum mechanics, and statistics, making it essential for both theoretical and applied mathematics.