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===== Learning Outcomes ===== | ===== Learning Outcomes ===== | ||

The objective of the course is to help you develop the following technical skills. | The objective of the course is to help you develop the following technical skills. | ||

- | * | + | * Develop a foundation of basic linear algebra concepts useful in modern signal processing, including vector spaces, norms and inner products, orthogonality, linear operators, matrix inverses, approximations in vector spaces, eigenvalues, and eigenvectors; |

+ | * Understand advanced topics in linear algebra and some of their applications to real-world engineering problems, including important matrix factorization techniques, singular value decomposition, and special matrices and their applications; | ||

+ | * Develop a basic familiarity with the theory of constrained optimization. | ||

===== Text ===== | ===== Text ===== |