This course covers fundamental concepts concerning linear transformations; develop the skills to compute eigenvalues and eigenvectors; creates suitable basis to put linear operator in canonic form; introduce inner product spaces and linear operators on inner product spaces.
Upon successful completion of this course, students will be able to:
1. Explain the concept of matrix representations of linear transformations, and identify eigenvalues and eigenvectors,
2. Analyze diagonalizability and diagonalization process,
3. Recognize canonical forms of matrices and their computation techniques,
4. Explain the concepts of inner product spaces and norms, and describe orthogonal and orthonormal bases,
5. Interpret adjoints of linear operators on inner product spaces,
6. Perform basic properties of normal, orthogonal, unitary, and self-adjoint linear operators/matrices.
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