This lecture covers the properties and applications of matrix operations, including the relationship between the column space of a matrix and its transpose, strategies for determining the column space of a matrix, and tools for matrix calculations. It also explores the concept of invertibility of matrices and demonstrates how to determine if a matrix is invertible or not.