The monograph presents alternative ways to solve many classical problems of linear algebra and analytic geometry. The focus is on issues that the author feels are under-reported in the educational literature. Particular attention is paid to the theory of third-order curves. The problem of Fermat's Last Theorem is considered. The material of the monograph is original in nature and is absent in Russian literature.