This lecture focuses on proving whether a given matrix is a projection matrix that projects to the space generated by a unit vector in Rn. The instructor explains the conditions that need to be satisfied for a matrix to be considered a projection matrix and demonstrates the proof step by step, showing that the matrix indeed projects to the specified space.