This lecture covers the concept of orthogonal projection, focusing on defining the projection of a vector onto another vector, the conditions for such a projection, and the properties of orthogonal families. The instructor explains how to determine the orthogonal projection of a vector, emphasizing the importance of the direction of the vector. The lecture also discusses the minimization aspect of orthogonal projection and its analytical applications.