This lecture covers the concept of geometric multiplicity of an eigenvalue in a matrix, explaining how to determine it by finding the null space of the matrix minus the eigenvalue times the identity matrix. Through a step-by-step example, the instructor demonstrates the calculation process and clarifies the relationship between geometric multiplicity and eigenspace dimension.