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Matrix Algebra for Engineers, 香港科技大学

4.8
133 個評分
32 個審閱

課程信息

This course is all about matrices, and concisely covers the linear algebra that an engineer should know. We define matrices and how to add and multiply them, and introduce some special types of matrices. We describe the Gaussian elimination algorithm used to solve systems of linear equations and the corresponding LU decomposition of a matrix. We explain the concept of vector spaces and define the main vocabulary of linear algebra. We develop the theory of determinants and use it to solve the eigenvalue problem. After each video, there are problems to solve and I have tried to choose problems that exemplify the main idea of the lecture. I try to give enough problems for students to solidify their understanding of the material, but not so many that students feel overwhelmed and drop out. I do encourage students to attempt the given problems, but if they get stuck, full solutions can be found in the lecture notes for the course. The mathematics in this matrix algebra course is presented at the level of an advanced high school student, but typically students would take this course after completing a university-level single variable calculus course. There are no derivatives or integrals in this course, but student's are expected to have a certain level of mathematical maturity. Nevertheless, anyone who wants to learn the basics of matrix algebra is welcome to join. Lecture notes may be downloaded at https://bookboon.com/en/matrix-algebra-for-engineers-ebook or http://www.math.ust.hk/~machas/matrix-algebra-for-engineers.pdf Watch the course overview video at https://youtu.be/IZcyZHomFQc...

熱門審閱

創建者 J

Mar 12, 2019

Es muy bueno el curso de verdad que lo recomiendo mucho para todos aquellos estudiantes que cursan Álgebra Lineal ya que tiene todas las herramientas necesarias para aprender esa materia

創建者 RH

Nov 07, 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.

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33 個審閱

創建者 LIU JIEBEI

Apr 17, 2019

The content is very detailed, and the exercises are complementary to the lectures. But the teacher's intonation is too mild, which makes it difficult to concentrate. I hope the teaching skills could be improved. Overall, This is a good course and I really learned a lot.

創建者 Swati Agrawal

Apr 06, 2019

Very informative and well organized. The faculty is very responsive when it comes to queries. This is the second course that I have taken by this faculty. Looking forward to more!

創建者 Ferenc Lengyel

Apr 06, 2019

Very good course!

創建者 John Reynolds

Apr 01, 2019

The course was very well presented in three ways. The first, the educator was very clear and the presentation technique through the use of a window board was excellent. The educator's hands on approach through exposition and examples is to be commended. The second the material is presented in a fashion that was not simple but not too hard to grasp given effort. The reinforcement through the use of quizzes, with solved examples, and examination though the use of tests, without solved examples, works.The Third, the excellent text accompanying the course is first class.

This is a high quality course.

創建者 Dhanada Mishra

Apr 01, 2019

It was a wonderful course and helped me great deal to refresh my fundamental ideas about Vector Algebra. The course is very well designed and paced very well with interesting practice quizzes. I thoroughly enjoyed taking the course and would strongly recommend it for both new and advanced learners of the subject. Thank you.

創建者 Luis

Mar 24, 2019

Good, but would have appreciated slides instead of just pdf, and tests are too much on manual calculus instead of thinking...

創建者 NAVEEN S V E

Mar 14, 2019

This course was really helpfull and i learned well due to this course.

創建者 JORGE ENRIQUE MORALES LA VITA

Mar 12, 2019

Es muy bueno el curso de verdad que lo recomiendo mucho para todos aquellos estudiantes que cursan Álgebra Lineal ya que tiene todas las herramientas necesarias para aprender esa materia

創建者 Anand Madhukar

Mar 09, 2019

It's very good course to study matrices, determinants, vector spaces, eigenvalue and eigenvector and it's usage.

創建者 Christos Gkikas

Mar 03, 2019

Chasnov is outstanding! You will love the course but above all you will adore the way Chasnov marches on through the course and you are acquiring knowledge... He is a real instructor!