While there are many courses and tutorials online, learning from a book is still one of the best ways to greatly improve your skills. Below I have selected top Linear Algebra books.
- No bullshit guide to linear algebra (2017)
- Linear Algebra: Step by Step (2013)
- Linear Algebra with Applications (Classic Version) (5th Edition) (Pearson Modern Classics for Advanced Mathematics Series) (2018)
- The Manga Guide to Linear Algebra (2012)
- Linear Algebra (Dover Books on Mathematics) (1977)
- Linear Algebra For Dummies (2009)
- Schaum’s Outline of Linear Algebra, Sixth Edition (Schaum’s Outlines) (2017)
- 3,000 Solved Problems in Linear Algebra (1989)
- Numerical Linear Algebra (1997)
- Linear Algebra (2017)
- A Bridge to Linear Algebra (2019)
- Data Science From Scratch: Ultimate Guide To Master Data Mining And Data-Analytic From Linear Algebra And Statistics To Practical Examples Of Neural … Learning In Python (Computer Networking Easy) (2019)
- Differential Equations and Linear Algebra (Classic Version) (2nd Edition) (Pearson Modern Classics for Advanced Mathematics Series) (2017)
No bullshit guide to linear algebra (2017)
Linear algebra is the foundation of science and engineering. Knowledge of linear algebra is a prerequisite for studying statistics, machine learning, computer graphics, signal processing, chemistry, economics, quantum mechanics, and countless other applications. Indeed, linear algebra offers a powerful toolbox for modelling the real world.
Linear Algebra: Step by Step (2013)
Linear algebra is a fundamental area of mathematics, and is arguably the most powerful mathematical tool ever developed. It is a core topic of study within fields as diverse as: business, economics, engineering, physics, computer science, ecology, sociology, demography and genetics. For an example of linear algebra at work, one needs to look no further than the Google search engine, which relies upon linear algebra to rank the results of a search with respect to relevance.
Linear Algebra with Applications (Classic Version) (5th Edition) (Pearson Modern Classics for Advanced Mathematics Series) (2018)
This title is part of the Pearson Modern Classics series. Pearson Modern Classics are acclaimed titles at a value price. Please visit www.pearsonhighered.com/math-classics-series for a complete list of titles. Offering the most geometric presentation available, emphasizes linear transformations as a unifying theme.
The Manga Guide to Linear Algebra (2012)
Reiji wants two things in life: a black belt in karate and Misa, the girl of his dreams.
Linear Algebra (Dover Books on Mathematics) (1977)
In this volume in his exceptional series of translations of Russian mathematical texts, Richard Silverman has taken Shilov’s course in linear algebra and has made it even more accessible and more useful for English language readers.Georgi E.
Linear Algebra For Dummies (2009)
Does linear algebra leave you feeling lost? No worries —this easy-to-follow guide explains the how and the why of solving linear algebra problems in plain English. From matrices to vector spaces to linear transformations, you'll understand the key concepts and see how they relate to everything from genetics to nutrition to spotted owl extinction.
Schaum’s Outline of Linear Algebra, Sixth Edition (Schaum’s Outlines) (2017)
Tough Test Questions? Missed Lectures? Not Enough Time? Textbook too Pricey?Fortunately, there’s Schaum’s. This all-in-one-package includes more than 600 fully-solved problems, examples, and practice exercises to sharpen your problem-solving skills. Plus, you will have access to 25 detailed videos featuring math instructors who explain how to solve the most commonly tested problems–it’s just like having your own virtual tutor!
3,000 Solved Problems in Linear Algebra (1989)
Students love Schaum’s Solved Problem Guides because they produce results. Each year, thousands of students improve their test scores and final grades with these indispensable guides. Get the edge on your classmates. Use Schaum’s!
Numerical Linear Algebra (1997)
This is a concise, insightful introduction to the field of numerical linear algebra. The clarity and eloquence of the presentation make it popular with teachers and students alike. The text aims to expand the reader’s view of the field and to present standard material in a novel way.
Linear Algebra (2017)
The approach is developmental. Although it covers the requisite material by proving things, it does not assume that students are already able at abstract work. Instead, it proceeds with a great deal of motivation, many computational examples, and exercises that range from routine verifications to (a few) challenges.
A Bridge to Linear Algebra (2019)
The book makes a first course in linear algebra more accessible to the majority of students and it assumes no prior knowledge of the subject. It provides a careful presentation of particular cases of all core topics. Students will find that the explanations are clear and detailed in manner.
Data Science From Scratch: Ultimate Guide To Master Data Mining And Data-Analytic From Linear Algebra And Statistics To Practical Examples Of Neural … Learning In Python (Computer Networking Easy) (2019)
Buy the Paperback version of this book, and get the Kindle eBook version included for FREEDo you want to know all about data science? Do you really want to understand why it is the future in all the most demanding job?The truth is: Data science is the need of the hur. Over the last few years, it has changed the concept of technology. It is adding value to every model of business by using deep learning and statistics.
Differential Equations and Linear Algebra (Classic Version) (2nd Edition) (Pearson Modern Classics for Advanced Mathematics Series) (2017)
For sophomore-level courses in Differential Equations and Linear Algebra. This title is part of the Pearson Modern Classics series. Pearson Modern Classics are acclaimed titles at a value price. Please visit www.pearsonhighered.com/math-classics-series for a complete list of titles.
Best Linear Algebra Books You Should Enjoy
We highly recommend you to buy all paper or e-books in a legal way, for example, on Amazon. But sometimes it might be a need to dig deeper beyond the shiny book cover. Before making a purchase, you can visit resources like Library Genesis and download some linear algebra books mentioned below at your own risk. Once again, we do not host any illegal or copyrighted files, but simply give our visitors a choice and hope they will make a wise decision.
Linear Algebra and Its Applications
Author(s): David C. Lay, Steven R. Lay, Judi J. McDonald
ID: 1401084, Publisher: Pearson Education, Year: c2016, Size: 32 Mb, Format: pdf
Instructor Solutions Manual (ISM) for Linear Algebra and Its Applications
Author(s): Thomas Polaski, Judith McDonald (David C. Lay)
ID: 1330496, Publisher: Pearson Education, Year: c2012, Size: 8 Mb, Format: pdf
Linear Algebra: Intuition, Math, Code
Author(s): Cohen, Mike X
ID: 2905637, Publisher: Sincxpress BV, Year: 2021, Size: 8 Mb, Format: epub
Please note that this booklist is not absolute. Some books are absolutely hot items according to Los Angeles Times, others are drafted by unknown writers. On top of that, you can always find additional tutorials and courses on Coursera, Udemy or edX, for example. Are there any other relevant books you could recommend? Drop a comment if you have any feedback on the list.