Best linear algebra textbook

I would suggest starting with a basic level textbook and then put more effort on one or two intermediate level textbooks. Advanced level books may not be a good source for study. This is an erudite and discursive introduction to linear algebra, weighted heavily toward matrices and systems of linear equations. The author has an expansive view of linear algebra, and from time to time draws in some calculus, Fourier series, wavelets, and function spaces, best linear algebra textbook, but the approach is always very concrete.

Hello all, the title really says it all. Hoping to find a linear algebra book that is friendly for visual learners. EDIT: thank you all for the great responses! I enjoyed Linear Algebra Done Wrong [0], to be used in combination with a more traditional textbook, like Linear Algebra and its Applications [1] which has some good diagrams. I've already seen it mentioned, but I'd like to add that 3b1b's Essence of Linear Algebra [2] videos are well made and make for a good supplementary resource early on. Syzygies on June 11, parent next [—].

Best linear algebra textbook

Linear algebra is ostensibly the mathematics used to solve linear equations, but in practice it is the generalization of basic algebra to multi-dimensional objects. Since multivariate objects are of great importance in data science, linear algebra is an essential tool for any data scientist. Many find linear algebra a dull subject, but proficiency is required for more advanced topics. So, even if you can't find beauty in linear algebra, know that the effort you put into mastering it will be rewarded in other data science disciplines. If you have never studied linear algebra before, this is the book for you. Frankly, there are more coherent linear algebra books than this one. However, the most important aspect of learning linear algebra is practicing with exercises, and this book comes with an extensive collection. Plus, there are solutions available on the book's website. Strang's book is also associated with a set of video lectures and other supplementary material available here. The applications chapter is excellent. It includes: graphs and networks, linear programming, Fourier series, computer graphics, cryptography, and more. Linear Algebra Done Right is a much more pure math take on linear algebra than typical texts.

You pick a result or application that interests you, either because it is interesting to you itself or because you see that it depends on some more elementary math that you wish to learn. This is a short text in linear algebra, intended for a one-term course. The book concludes with a new theory of octonion factorization, best linear algebra textbook.

We've researched and ranked the best linear algebra books in the world, based on recommendations from world experts, sales data, and millions of reader ratings. Learn more. Gilbert Strang 5. Eric Weinstein [Eric Weinstein recommended this book on Twitter. See more recommendations for this book Thomas S.

I hope this website will become a valuable resource for everyone learning and doing linear algebra. Here are key links:. Links to websites for each semester at MIT: web. My friend Pavel Grinfeld at Drexel has sent me a collection of interesting problems -- mostly elementary but each one with a small twist. These are part of his larger teaching site called LEM.

Best linear algebra textbook

Our goal: Find the best Linear Algebra books according to the internet not just one random person's opinion. As an Amazon Associate, we earn money from purchases made through links in this page. David Lay. Kuldeep Singh. Gilbert Strang. Sheldon Axler. Ivan Savov. Kenneth M Hoffman. Georgi E.

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Strang has a very odd, dense way of writing, often with references to material that has yet to be introduced. Concentrations on solutions to applied problems in economics, mechanics, electricity, chemistry, geometry, business, probability, graph theory, and linear programming. It sounds like you need to focus upon the image-processing portions of signals-and-systems. Gerald Farin 4. To do so, you need to study linear algebra and matricies. Any way to explain to a lay person why? Problems are included, with a full section of hints and answers in the back. It's a must-read for both devotees of the series and any armchair physicist who wants to improve their knowledge of physics' deepest truths. Linear algebra is a living, active branch of mathematics which is central to almost all other areas of mathematics, both pure and applied, as well as to computer science, to the physical, biological, and social sciences, and to engineering. I am indeed here posting my original question after first trying the Manga Guide to Linear Algebra and finding it was not what I was looking for.

I would suggest starting with a basic level textbook and then put more effort on one or two intermediate level textbooks. Advanced level books may not be a good source for study. This is an erudite and discursive introduction to linear algebra, weighted heavily toward matrices and systems of linear equations.

This university-level textbook contains lessons on linear algebra written in a style that is Both views have their use - so learning one, then the other, is a great idea. Apostol's classic Calculus. Hence I would really like to let students know, right from the start, what they're getting themselves into. Sure, there are unreadable sections and undefined notation, but the books are generally readable, and some of them are even pretty good! Unless you just dive in and try and compute the characteristic polynomial directly. Table of Contents: l. The book offers engineers a powerful and elegant approach to the study of mathematical system theory using fairly advanced techniques of operator theory in Hilbert spaces, with an emphasis on the theory of invariant subspaces. Meg Clemens 4. Two chapters are devoted to each approach: The?