Linear Algebra   

School of ECE, University of Tehran

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  Course Outline

          ● Sets, Functions, Fields

          ● Vector Spaces

          ● Linear Transformations and Matrices

          ● Elementary Matrix Operations

          ● Systems of Linear Equations

          ● Determinants

          ● Diagonalization

          ● Eulidean and Unitary Spaces

          ● Inner Product Spaces Approximators

          ● Definite and Semi-definite Matrices in (Constrained) Optimizations

          ● Image Compression Using Singular Value Decomposition

          ● Weighted Least Squares

          ● Adjoints Operators

          ● Generalized Eigenvalue Problem

          ● Matrix Norms

          ● Cononical Forms

    

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