This lecture covers the basics of linear algebra, focusing on concepts such as linear independence, injectivity, surjectivity, and bases. The instructor explains how to determine if a set of vectors is linearly independent, how to check if they span a space, and how to find bases using matrices. Examples in Rn and Pn spaces are provided to illustrate the theoretical concepts discussed.