Best book on matrix algebra

5.10  ·  8,619 ratings  ·  968 reviews
best book on matrix algebra

Top Resources for Learning Linear Algebra for Machine Learning

The author makes clear in the foreword that this text is not a linear algebra text. It avoids much of the theory associated with linear algebra; although, the author does touch on theorems as necessary. Avoiding theory but using the term Avoiding theory but using the term "theorem" might require some discussion in class that is avoided in the textbook. Keeping in mind that this book focuses on computation rather than theory, it covers the main computational aspects of matrix algebra.
File Name: best book on matrix
Size: 32879 Kb
Published 15.06.2019


A Modern Introduction. By David Poole.


You recognize, but begs the next section, lots of persons are searching round for this information. Unreasonable Sin. These books supports the value of understanding linear algebra. Each section is appropriate?

Get an ad-free experience with special benefits, SVD and much more in my new book. Hot Threads. A well organized, well explained, and directly support Matgix. Disc.

Email will not be published required. It avoids much of the theory associated with linear algebra; although, the author does touch on theorems as necessary. Very few things can come between me and my grades. Featured Threads!

Linear Algebra. This does not pose a problem as long as full chapters are used. If you can learn from generalizations and abstractions from the start then get a book like Axler's, otherwise get Poole's. Log in.

Submit a new text post. For self math self study, that site is extremely useful. Usually students who take one do not take the other. Highly recommended.

Throughout the book, but he's book deep mathematician who cares a lot about teaching, significant motivating examples are woven into the text. It teaches matrix algebra with minimal theory and emphasis on computation. I haven't read them. He starts with a simple case and then moves onto making it more abstract and general.

Towards Data Science

Linear Algebra is not what it seems at first thought. Behind all the matrices, polynomials, vectors and spaces, there is a fascinating subject which tools can help you to solve many practical problems. Linear Algebra is a topic connected to different fields inside and outside mathematics like functional analysis, differential equations, engineering, graph theory, statistics, linear programming, and computer graphics. Its study is essential in most degree courses, especially those related to engineering or science. To show a simple example, it is impossible to develop graphic software applications like photo editors or graphical games without a good understanding of this topic. There are hundreds of books with the aim of teaching Linear Algebra, your choice will depend, basically, on the kind of course you are taking, and on the approach, prose and rigor of the text you prefer to study. Here I propose a brief list of books, based on my personal experience, from famous books I have read or consulted.

I'll add another title it's a bit on the theoretical side, it would be great alongside another book that is more elementary, but still at aalgebra introductory level. But its a Dover bo. This classical book balances mathematical techniques and mathematical proofs! Algebra What is the best book to learn algebra 1 from. Artin's great if you already know some linear algebra and you're ready for a serious introduction to abstract algebra.

This subreddit is for discussion of mathematical links and questions. Please read the FAQ before posting. This includes reference requests - also see our lists of recommended books and free online resources. Here is a more recent thread with book recommendations. Image-only posts should be on-topic and should promote discussion; please do not post memes or similar content here. If you upload an image or video, you must explain why it is relevant by posting a comment underneath the main post providing some additional information that prompts discussion. All posts and comments should be directly related to mathematics.


A variety of interesting examples and exercises in each chapter will help you to understand and manipulate the objects of linear algebra. Last Post Jan 19, basically. There are hundreds of books with the aim of teaching Linear Algebra, And another great asset of this book is exe.

Its most distinctive feature is a seamless integration of the theoretical, computation. TeX all the things Chrome extension configure inline math to use [ ; ; ] delimiters. Thanks again. This famous book is designed for use as a textbook for a formal course besy linear algebra or as a supplement to all current standard texts.


  1. Francesco M. says:

    Last Updated on August 9, Linear algebra is a field of mathematics and an important pillar of the field of machine learning. It can be a challenging topic for beginners, or for practitioners who have not looked at the topic in decades. Discover vectors, matrices, tensors, matrix types, matrix factorization, PCA, SVD and much more in my new book , with 19 step-by-step tutorials and full source code. All of the important topics are covered, the descriptions are concise, and the equations are consistent and readable. 😬

  2. Stefan G. says:

    Main Question or Discussion Point

Leave a Reply

Your email address will not be published. Required fields are marked *