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This lecture covers the calculation of determinants, focusing on triangular matrices and efficient methods. The instructor explains the recursive definition of determinants, simplifying the process for 1x1, 2x2, and 3x3 matrices. The lecture demonstrates how choosing specific rows or columns with zeros can significantly simplify determinant calculations. Additionally, the properties of triangular matrices, including diagonal matrices, are explored, showing that the determinant of a triangular matrix is the product of its diagonal entries. The lecture concludes by showcasing how this property applies to matrices of any size, emphasizing the efficiency gained by exploiting the structure of triangular matrices.