This lecture covers the basics of linear algebra, focusing on matrix representations of linear transformations. The instructor discusses how to express linear transformations as matrices, the importance of choosing appropriate bases, and how to calculate the image of vectors in different bases. Through examples and step-by-step explanations, the lecture demonstrates how to find the matrix associated with a linear transformation and how to verify the results using different bases.