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Developing Active Learning of Linear Algebra in Engineering by Incorporating MATLAB and Autograder

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Conference

2023 ASEE Annual Conference & Exposition

Location

Baltimore , Maryland

Publication Date

June 25, 2023

Start Date

June 25, 2023

End Date

June 28, 2023

Conference Session

Mathematics Division (MATH) Technical Session 1

Tagged Division

Mathematics Division (MATH)

Page Count

21

DOI

10.18260/1-2--43052

Permanent URL

https://peer.asee.org/43052

Download Count

169

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Paper Authors

biography

Meiqin Li University of Virginia

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Dr. Li got her Ph.D. in Applied Mathematics from Texas A&M University (College Station) in 2017. Her research involves numerical computation, optimization, nonlinear analysis, and data science. Now her research is expanding to STEM Education.

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Abstract

The purpose of this paper is to redesign a traditional linear algebra course that focuses mainly on theoretical concepts without any numerical application, in order to enhance the learning experience for students. This was achieved by conducting a comprehensive study of the students' needs, contents covered, pedagogical approaches used at peer institutions, and existing literature published by experts in the field.

The redesigned course incorporates the following changes to make it more dynamic, computational, and applied:   (1) Significant integration of active learning through in-class group worksheets that embed MATLAB practice problems.   (2) Devlopement of MATLAB live scripts prior to class to visualize abstract concepts when teaching and compute more complex problems.   (3) Inclusion of coding core linear algebra concepts as a class task.   (4) Addition of application projects to the curriculum.   (5) Adoption of the MATLAB Autograder to grade student work.

As a result of these changes, the course is now more interactive and application-focused, lead- ing to a more positive impact on students' learning experience, as reported by the majority of students.

Li, M. (2023, June), Developing Active Learning of Linear Algebra in Engineering by Incorporating MATLAB and Autograder Paper presented at 2023 ASEE Annual Conference & Exposition, Baltimore , Maryland. 10.18260/1-2--43052

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