Dive into the fundamental concepts of linear algebra in this comprehensive 90-minute lecture covering Gaussian Elimination, advanced Gauss techniques, and solutions to linear equations. Explore the intricacies of span, linear independence, and homogeneous and particular solutions. Gain insights into linear transformations, including one-to-one and onto mappings, matrix representations, and the rotation matrix. Master essential tools for solving complex linear systems and understanding vector spaces.