This series of videos covers the fundamentals of linear algebra, including solving systems of linear equations, linear combinations, and multiplying matrices by vectors. It also explains how to draw pictures to represent the algebra and geometry of linear combinations, how to solve three-dimensional linear equations, and how to think of matrix multiplication as a linear combination of the columns of the matrix. Finally, it discusses the concept of nine vectors in nine dimensional space and how it relates to linear algebra.