Back to Matrix Algebra for Engineers
The Hong Kong University of Science and Technology

Matrix Algebra for Engineers

This course is all about matrices, and concisely covers the linear algebra that an engineer should know. The mathematics in this course is presented at the level of an advanced high school student, but it is recommended that students take this course after completing a university-level single variable calculus course, such as the Coursera offering Calculus for Engineers. There are no derivatives or integrals involved, but students are expected to have a basic level of mathematical maturity. Despite this, anyone interested in learning the basics of matrix algebra is welcome to join. The course consists of 38 concise lecture videos, each followed by a few problems to solve. After each major topic, there is a short practice quiz. Solutions to the problems and practice quizzes can be found in the instructor-provided lecture notes. The course spans four weeks, and at the end of each week, there is an assessed quiz. Download the lecture notes from the link https://www.math.hkust.edu.hk/~machas/matrix-algebra-for-engineers.pdf And watch the promotional video from the link https://youtu.be/IZcyZHomFQc

Status: General Mathematics
Status: Mathematics and Mathematical Modeling
BeginnerCourse20 hours

Featured reviews

JJ

5.0Reviewed Aug 11, 2020

I took this course after taking all the classes related to it at Uni. Somehow all of it so easily simplied in this course that it's unbelievable. Looking foward to take more courses.

MW

5.0Reviewed Jul 8, 2023

I found this to be an excellent first course in matrices and linear algebra. The lecture style is extremely clear and engaging, with an enthusiastic style of presentation. Thanks Jeff !

OT

5.0Reviewed Jan 4, 2020

Very good and straight-forward course. Very engineering-oriented (not many proofs). I had already learnt matrix algebra before so this was a good way to recall my previous knowledge.

TL

5.0Reviewed Nov 12, 2021

Understood things in much more detailed point of view....topics covered we're really useful for my future pre-requisites.. Thankyou Jeff sir.. Really a great learning experience

AC

5.0Reviewed Apr 12, 2026

I find this course excellent, even for beginners(you need some knowledge of basic maths). It's great i would totally recommend this course for someone trying to learn matrix Algebra.

JR

5.0Reviewed Aug 4, 2021

​This is a carefully sequenced, content-rich introduction to Matrices; beware skimming over details: eg. the use of matrix formalism to solve the least squares problem is little short of magic.

DL

5.0Reviewed Apr 30, 2020

Very in-depth class for matrix algebra. I am a biochemistry student and have learned this in the past but re-taking this online course again has revamped my learning for linear algebra.

AA

5.0Reviewed Apr 16, 2022

I found the explanations of prof Chesnoff very simple and informative. I understood much better the concepts of eigenvalues and vector spaces after chesnoffs' explanations!!!Thanks

RH

5.0Reviewed Nov 6, 2018

Very well-prepared and presented course on matrix/linear algebra operations, with emphasis on engineering considerations. Lecture notes with examples in PDF form are especially helpful.

LI

5.0Reviewed Nov 8, 2024

I found the explanations of prof Chesnoff very simple and informative. I understood much better the concepts of eigenvalues and vector spaces after chesnoffs' explanations!!! Thank you

AI

5.0Reviewed Nov 8, 2020

Teacher was really friendly. Linear Algebra was a threat for me, but it is fundamental for engineering. After this course I am so much confident on linear algebra. Thank you very much.

AM

5.0Reviewed Jan 20, 2026

honestly it was the best course of linear algebra I have seen in my life, extremely complete and easy to understand, I have to recognice the big effort of the teacher, incredible class

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