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APMA 3080

Linear Algebra

Course Description

Pre-Requisite(s): APMA 2120 or equivalent

Analyze and apply systems of linear equations; vector spaces; linear transformations; matrices; determinants; eigenvalues; eigenvectors; coordinates; diagonalization; orthogonality; projections; inner product spaces; quadratic forms; The course is both computational and applicable. MATLAB is frequently used and prior experience in MATLAB (loops, functions, arrays, conditional statements) is helpful.


  • Asif Mahmood
     Rating

    4.67

     Difficulty

    2.50

     GPA

    2.55

     Sections

    3

    Last Taught

    Spring 2025

  • Diana Morris
     Rating

    4.57

     Difficulty

    2.70

     GPA

    3.21

     Sections

    —

    Last Taught

    Spring 2022

  • Heze Chen
     Rating

    4.56

     Difficulty

    3.33

     GPA

    3.30

     Sections

    3

    Last Taught

    Spring 2025

  • Jeffrey Holt
     Rating

    4.22

     Difficulty

    3.50

     GPA

    3.03

     Sections

    —

    Last Taught

    Spring 2014

  • Monika Abramenko
     Rating

    3.70

     Difficulty

    3.13

     GPA

    3.10

     Sections

    —

    Last Taught

    Fall 2024

  • Meiqin Li
     Rating

    3.45

     Difficulty

    2.64

     GPA

    3.20

     Sections

    3

    Last Taught

    Spring 2025

  • Marek-Jerzy Pindera
     Rating

    3.33

     Difficulty

    2.88

     GPA

    2.94

     Sections

    —

    Last Taught

    Fall 2022

  • Hui Ma
     Rating

    3.25

     Difficulty

    4.00

     GPA

    3.35

     Sections

    —

    Last Taught

    Fall 2021

  • Robert Williams
     Rating

    2.67

     Difficulty

    4.00

     GPA

    —

     Sections

    —

    Last Taught

    Fall 2021

  • James Lark
     Rating

    2.33

     Difficulty

    3.00

     GPA

    —

     Sections

    —

    Last Taught

    Summer 2024

  • Wu-Seng Lung
     Rating

    1.78

     Difficulty

    3.00

     GPA

    3.06

     Sections

    —

    Last Taught

    Fall 2015

  • Houston Wood
     Rating

    1.17

     Difficulty

    4.50

     GPA

    —

     Sections

    —

    Last Taught

    Spring 2021

  • Daria Snider
     Rating

    1.00

     Difficulty

    4.00

     GPA

    2.94

     Sections

    —

    Last Taught

    Spring 2017

  • Francesco Matucci
     Rating

    —

     Difficulty

    —

     GPA

    3.20

     Sections

    —

    Last Taught

    Fall 2009

  • Kevin McCrimmon
     Rating

    —

     Difficulty

    —

     GPA

    3.11

     Sections

    —

    Last Taught

    Spring 2010

  • Faculty Staff
     Rating

    —

     Difficulty

    —

     GPA

    —

     Sections

    —

    Last Taught

    Spring 2022

  • Deepyaman Maiti
     Rating

    —

     Difficulty

    —

     GPA

    3.29

     Sections

    —

    Last Taught

    Spring 2022

  • Farzad Dizaji
     Rating

    —

     Difficulty

    —

     GPA

    —

     Sections

    —

    Last Taught

    Spring 2021

  • Christian Hellings
     Rating

    —

     Difficulty

    —

     GPA

    —

     Sections

    —

    Last Taught

    Summer 2024

  • Thiwanka Fernando
     Rating

    —

     Difficulty

    —

     GPA

    2.82

     Sections

    —

    Last Taught

    Fall 2023