Best linear algebra textbook

Can anyone suggest a relatively gentle linear algebra text that integrates vector spaces and matrix algebra right from the start? I've found in the past that students react in very negative ways to the introduction of abstract vector spaces mid-way through a course.

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

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.

I don't see the link either, but I also do recall him releasing it for free. I work in that area : The skills needed will vary a lot.

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 [—]. I know Sheldon; he believes it's a crime to teach people determinants.

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.

Best linear algebra textbook

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. This video standard describes a system for encoding and decoding a "Codec" that engineers have defined for applications like High Definition TV. It is not expected that you will know the meaning of every word -- your book author does not know either. The point is to see an important example of a "standard" that is created by an industry after years of development so all companies will know what coding system their products must be consistent with. The words "motion compensation" refer to a way to estimate each video image from the previous one. The simplest would be to guess that successive video images are the same.

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If you find any mistakes, please make a comment! Students already schooled in matrices and linear mappings as well as I think this would make an excellent first course. This is the linear algebra text that I keep on the bookcase near my desk. Publisher's Note: Products purchased from third-party sellers are not guaranteed by the publisher for quality, authenticity, or access to any online entitles included with the product. Ask HN: Best beginner friendly linear algebra book? Starting from the foundations, this book illuminates the concepts of category, functor, natural transformation, and duality. More than 40 million students have trusted Schaum's to help them succeed in the classroom and on exams. One can even find a different elegant exposition to other important concept of linear algebra in this book principal axis theorem, symmetry ; but I couldn't not mention it fully, instead leave the reader to see at least once the book. Linear Algebra: Step by Step by Kuldeep Singh If you desire to learn something useful and general about Linear Algebra, this book is where you should must begin.

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.

IMHO, since the OP wants to apply linear algebra to real world problems, a better approach is to go with a matrix analysis book. Post here or send email. This text for a second course in linear algebra is aimed at math majors and graduate students. Or, watch both of them several times in parallel. This top-selling, theorem-proof text presents a careful treatment of the principal topics of linear algebra, and illustrates the power of the subject through a variety of applications. But long time after completion of graduation, I came across this book, and found its beautiful exposition on Jordan theory. 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. It's a work of art that takes you from pre-calculus till multivariate calculus and analysis, along with all necessary linear algebra. Friedberg, Arnold J. For the revised third edition, the author has added exercises and made numerous corrections to the text. Although its accessibility makes it suitable for non-mathematicians, Professor Mirsky's book is nevertheless a systematic and rigorous development of His lectures on both courses are well worth listening to in addition to the books. Several commenters have mentioned 3B1B and other youtube videos. Helpful tables and illustrations increase your understanding of the subject at hand. Hence, you won't learn lots of important practical results about matrices.