7. Linear Algebra 7.1 Introduction7.2 Matrix multiplication7.3 Matrix inversion7.4 Eigenvalue decomposition (EVD)7.5 Singular Value Decomposition (SVD)7.6 Other matrix decompositions7.7 Solving systems of Linear Equation7.8 Matrix calculus