This lecture covers the concept of orthogonal vectors and the least squares method. It explains the scalar product, length, and orthogonality of vectors, as well as the properties of the scalar product. The lecture also introduces the Euclidean norm of vectors and discusses different types of scalar products. Additionally, it delves into the Pythagorean theorem, defining the distance between vectors and the concept of unit vectors.
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