Applied Linear Algebra
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Linear Algebra I

22659 Applied Linear Algebra: Reading Assignments

Reference textbook 

Unless otherwise noted, all reading assignments are from the textbook. We'll be adding to them over the semester.

  1. By the end of 1st week (2/19/21): The rank-nullity theorem and LU decomposition from here.

  2. By the end of 2nd week (2/26/21): The QR and spectral decompositions from here.

  3. By the end of 3rd week (3/5/21): Matrix diagonalization and singular value decomposition from here.

  4. By the end of 4th week (3/12/21): Vectors, linear functions, norm and distance, linear independence, and matrices.

  5. By the end of 5th week (3/19/21): Introduction to the Julia language from here.

  6. By the end of 6th week (3/26/21): Nowruz holiday

  7. By the end of 7th week (4/2/21): Nowruz holiday

  8. By the end of 8th week (4/9/21): Clustering and matrix examples.

  9. By the end of 9th week (4/16/21): Linear equations and linear dynamical systems.

  10. By the end of 10th week (4/23/21): Matrix multiplication and matrix inverses.

  11. By the end of 11th week (4/30/21): Least squares.

  12. By the end of 12th week (5/7/21): Least squares data fitting.

  13. By the end of 13th week (5/14/21): Least squares classification.

  14. By the end of 14th week (5/21/21): Multi-objective least squares.

  15. By the end of 15th week (5/28/21): Constrained least squares.

  16. By the end of 16th week (6/4/21): Constrained least squares applications.

  17. By the end of 17th week (6/11/21): Nonlinear least squares.

  18. By the end of 18th week (6/18/21): Constrained nonlinear least squares.