This lecture covers the concepts of row space and column space of a matrix in linear algebra. It explains how to determine the row space as the vector space generated by the rows of the matrix, and the column space as the vector space generated by the columns of the matrix. Through examples and definitions, the instructor illustrates how to identify and calculate these spaces, providing a clear understanding of their significance in vector spaces.