What is the Importance of Linear Algebra in Various Fields of Study?

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Discussion Overview

The discussion revolves around the importance of linear algebra across various fields of study, including mathematics, physics, engineering, and computer science. Participants share their experiences regarding when they took linear algebra courses and the perceived utility of the subject in their respective disciplines.

Discussion Character

  • Exploratory
  • Technical explanation
  • Conceptual clarification
  • Debate/contested

Main Points Raised

  • Some participants indicate that linear algebra is a standard part of the curriculum for mathematics, physics, engineering, and computer science, often taken in the first year of undergraduate studies.
  • Others mention that while many engineering students are scheduled to take linear algebra early, there can be issues with course availability.
  • A participant notes that linear algebra is crucial for applications such as image processing, quantum mechanics, and solving differential equations, emphasizing its importance in practical scenarios.
  • Some participants express that they have not used linear algebra extensively in their fields, suggesting that its necessity may vary by discipline.
  • There are differing opinions on whether a formal and rigorous course in linear algebra is essential, with some advocating for its importance while others feel that basic exposure is sufficient.
  • One participant highlights that understanding linear functions, which is a prerequisite for calculus, ties back to the fundamentals of linear algebra.

Areas of Agreement / Disagreement

Participants generally agree that linear algebra is important across various fields, but there are multiple competing views regarding the necessity and depth of study required. The discussion remains unresolved on the extent to which linear algebra is utilized in different disciplines.

Contextual Notes

Some participants mention that linear algebra is often integrated into other courses, leading to varying levels of exposure among students. There are also references to specific applications and contexts where linear algebra is deemed particularly useful, but these are not universally agreed upon.

Who May Find This Useful

This discussion may be of interest to students considering a major in mathematics, physics, engineering, or computer science, as well as those curious about the applications of linear algebra in various fields.

cgw
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Just out of curiosity-
I had little exposure to Linear Algebra (I never took a full course). I have been watching the lectures on the MIT opencourseware. Seems pretty useful so far.
The question I have is who takes a linear algebra course and when (what is your major and what year of school did you take it)?
 
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I took it in my first year of a Maths degree. As for other students that take it; I think engineers take a course in linear algebra, but not sure who else needs to.
 
linear algebra I is pretty standard for math, physics, engineering majors and is taken in one of the first two terms of undergrad
 
I took it my 2nd semester as a Software Engineering major, now I'm a computer science but they also take it that early.

All the Engineering majors actually were scheduled to take it the 2nd semester but usually that wasn't the case because there wasn't enough sections open to supply all the kids wanting to take the course.

As a computer science major I haven't used very much linear algebra. But I'm going to be taking a computer graphics course so I'm pretty sure Linear Algebra/Calc 3 will be used a lot in that class.
 
cgw said:
The question I have is who takes a linear algebra course and when (what is your major and what year of school did you take it)?

Except physicians and mathematicians, nobody takes linear algebra except electrotechnical engineers in our country, although some basic linear algebra is implemented in most of the engineering math courses on our faculties.

It is far too important to ignore, i.e. to only listen to some linear algebra as a part of another course, so I strongly recommend you to take a formal and rigorous linear algebra course.

I am currently taking Linear algebra 2 at the faculty of mathematics, and find it very interesting and useful.
 
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Linear algebra is standard part of the curriculum for physics, engineering, and computer science. I took linear algebra alongside calc II; not sure if this is the norm though.
 
I did the same thing Ranger.
 
I did the same thing as ranger and mr_coffee. My major is Aerospace Engineering. I took the class "Matrices" my second semester, which is an intro course to matrices, eigenvectors, transformations, vectorspaces, and the like. I plan to complete a minor in math, so, while my major doesn't require it, I'll probably take an advanced course on linear algebra.
 
Whoa! The real question here is "why do we *need* to take linear algebra?"!

* Image processing - any sort of rotation, translation or scaling operation can be written as a matrix multiplication. Your computer game writers and MRI users really need this one.

* Quantum mechanics - spin models can be written in matrix form. The eigevectors define the spin states and the eigenvalues are the energies of the states.

* Solving DE's - Computers are really bad at solving differential equations, but they're really good at solving matrices. Many engineering problems dealing with flows involve DE's - and so solving those problems involves matrices.

In summary, Linear Algebra = Important!
 
  • #10
I'm planning on taking it in the fall. After that course, I think I will have cemented my math minor in its place:)
 
  • #11
I'm a mechanical engineer and I did not take it. We touched on it in other courses but only enough to use parts of it and in the end there was always an easier way.
I am looking at it as a result of my interest in quantum mechanics. What I am seeing so far though, is that it is pretty useful for several disciplines and you can see a common ground of those disciplines.
 
  • #12
everyone benefits from taking linear algebra. calculus is the science of approximating arbitrary smooth functions by linear functions.

obviously a prerequisite is to understand linear functions. that is linear algebra.

lin ear algebra is the one most useful and fundamental subject in all of mathematics, useful in physics pure math, engineering, economics, etc/...
 

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