Lecture "Linear algebra - Chapter 5: The Orthogonality and Least Squares" provides learners with the knowledge: The Scalar Product in R, orthogonal subspaces, orthonormal set, the gram schmidt orthogonalization process, inner product spaces, least square problem. Invite you to refer to the disclosures.