This lecture covers the basic operations on matrices, including matrix definition, notation, addition, scalar multiplication, and matrix multiplication. It also explains special cases like the zero matrix and presents the properties of matrix addition and scalar multiplication. The lecture concludes with detailed examples of matrix multiplication and its applications in linear transformations.