Linear Algebra for Everyone

This new book from Professor Gilbert Strang, author of the acclaimed Introduction to Linear Algebra, now in its fifth edition, makes linear algebra accessible to everybody, not just those with a strong background in mathematics.

Linear Algebra for Everyone

Linear algebra has become the subject to know for people in quantitative disciplines of all kinds. No longer the exclusive domain of mathematicians and engineers, it is now used everywhere there is data and everybody who works with data needs to know more. This new book from Professor Gilbert Strang, author of the acclaimed Introduction to Linear Algebra, now in its fifth edition, makes linear algebra accessible to everybody, not just those with a strong background in mathematics. It takes a more active start, beginning by finding independent columns of small matrices, leading to the key concepts of linear combinations and rank and column space. From there it passes on to the classical topics of solving linear equations, orthogonality, linear transformations and subspaces, all clearly explained with many examples and exercises. The last major topics are eigenvalues and the important singular value decomposition, illustrated with applications to differential equations and image compression. A final optional chapter explores the ideas behind deep learning.

More Books:

Linear Algebra for Everyone
Language: en
Pages: 368
Authors: Gilbert Strang
Categories: Mathematics
Type: BOOK - Published: 2020-11-26 - Publisher: Wellesley-Cambridge Press

Linear algebra has become the subject to know for people in quantitative disciplines of all kinds. No longer the exclusive domain of mathematicians and engineers, it is now used everywhere there is data and everybody who works with data needs to know more. This new book from Professor Gilbert Strang,
Linear Algebra for Everyone
Language: en
Pages: 218
Authors: Lorenzo Robbiano
Categories: Mathematics
Type: BOOK - Published: 2011-05-09 - Publisher: Springer Science & Business Media

This book provides students with the rudiments of Linear Algebra, a fundamental subject for students in all areas of science and technology. The book would also be good for statistics students studying linear algebra. It is the translation of a successful textbook currently being used in Italy. The author is
Lecture Notes for Linear Algebra
Language: en
Pages: 186
Authors: Gilbert Strang
Categories: Mathematics
Type: BOOK - Published: - Publisher:

Lecture Notes for Linear Algebra provides instructors with a detailed lecture-by-lecture outline for a basic linear algebra course. The ideas and examples presented in this e-book are based on Strang’s video lectures for Mathematics 18.06 and 18.065, available on MIT’s OpenCourseWare (ocw.mit.edu) and YouTube (youtube.com/mitocw). Readers will quickly gain a
Basics of Linear Algebra for Machine Learning
Language: en
Pages: 211
Authors: Jason Brownlee
Categories: Computers
Type: BOOK - Published: 2018-01-24 - Publisher: Machine Learning Mastery

Linear algebra is a pillar of machine learning. You cannot develop a deep understanding and application of machine learning without it. In this laser-focused Ebook, you will finally cut through the equations, Greek letters, and confusion, and discover the topics in linear algebra that you need to know. Using clear
Introduction to Linear Algebra
Language: en
Pages: 600
Authors: Gilbert Strang
Categories: Mathematics
Type: BOOK - Published: 2016-08-11 - Publisher: Wellesley-Cambridge Press

Linear algebra is something all mathematics undergraduates and many other students, in subjects ranging from engineering to economics, have to learn. The fifth edition of this hugely successful textbook retains all the qualities of earlier editions while at the same time seeing numerous minor improvements and major additions. The latter