Take the 2-minute tour ×
Mathematics Stack Exchange is a question and answer site for people studying math at any level and professionals in related fields. It's 100% free, no registration required.

I'm a software engineer with a keen interest in all sorts of artificial intelligence and machine learning applications, and also quantum computing.

Both areas require quite a bit of linear algebra and calculus, and I'm afraid mine is quite rusty.

I'm looking for a good source on either or both. I'm not exactly a stranger to them, I'm familiar with the basics (functions, basic matrix operations, and a bit of single variable calculus I can remember from high school), but I'm more of a logic & set theory guy.

Does anybody know of a good source that covers more than the basics, but isn't too technical? (I'm not a dedicated mathematician)

Much appreciated :)

share|improve this question
Are you looking for online sources, or books, or both? How much are you willing to spend? :P –  Kirk Boyer Sep 4 '12 at 6:28
Online sources if one is available, but googling hasn't turned up much yet, so I'm open to the idea of books too :) –  J.Ashworth Sep 4 '12 at 6:30
amazon.com/Introduction-Linear-Algebra-Fourth-Edition/dp/… (Gilbert Strang's Intro to Linear Algebra) is pretty good; also, he uses code to illustrate ideas (in MATLAB and I think also FORTRAN), which might be up your alley. I'm not incredibly familiar with what calculus is needed for machine learning and quantum computing; do you know what level of calculus you'll be needing? –  Kirk Boyer Sep 4 '12 at 6:40
add comment

1 Answer

up vote 2 down vote accepted

Linear Algebra

For video lectures, here is Gilbert Strang's video lectures. As a companion textbook, Linear Algebra Done Wrong by Sergei Treil is a great resource despite its name.

For traditional textbooks, I'm sure these questions are good resources:

What is a good book to study linear algebra?

Linear Algebra Textbook


Paul's online math notes may be a good place to start for a free calculus textbook. Here are MIT's video lectures on single variable calculus.

For traditional textbooks, I'm sure this question will give a panoply of suggestions:

suggest textbook on calculus

share|improve this answer
add comment

Your Answer


By posting your answer, you agree to the privacy policy and terms of service.

Not the answer you're looking for? Browse other questions tagged or ask your own question.