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ee671syllabus [2011/08/22 15:51]
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ee671syllabus [2011/08/30 11:21] (current)
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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 =====