Logo

Introduction to Applied Linear Algebra: Vectors, Matrices and Least Squares

Large book cover: Introduction to Applied Linear Algebra: Vectors, Matrices and Least Squares

Introduction to Applied Linear Algebra: Vectors, Matrices and Least Squares
by

Publisher: Cambridge University Press
ISBN-13: 9781316518960
Number of pages: 473

Description:
This groundbreaking textbook combines straightforward explanations with a wealth of practical examples to offer an innovative approach to teaching linear algebra. Requiring no prior knowledge of the subject, it covers the aspects of linear algebra - vectors, matrices, and least squares - that are needed for engineering applications, discussing examples across data science, machine learning and artificial intelligence, signal and image processing, tomography, navigation, control, and finance.

Home page url

Download or read it online for free here:
Download link
(7.5MB, PDF)

Similar books

Book cover: Linear Algebra: CourseLinear Algebra: Course
by
This is a textbook for a one-semester course in linear algebra and vector spaces. An emphasis is made on the coordinate free analysis. The course mimics in some ways a modern algebra course. Calculus is a prerequisite for the course.
(4735 views)
Book cover: A First Course in Linear AlgebraA First Course in Linear Algebra
by - University of Puget Sound
Introductory textbook for college-level sophomores and juniors. It covers systems of linear equations, matrix algebra, finite-dimensional vector spaces, matrix representations of linear transformations, diagonalization, Jordan canonical form, etc.
(48993 views)
Book cover: Linear AlgebraLinear Algebra
by - Lamar University
These topics are covered: Systems of Equations and Matrices; Determinants; Euclidean n-space; Vector Spaces; Eigenvalues and Eigenvectors. These notes do assume that the reader has a good working knowledge of basic Algebra.
(12400 views)
Book cover: Basic Linear AlgebraBasic Linear Algebra
by - University of Glasgow
The text covers basic ideas and techniques of Linear Algebra that are applicable in many subjects including the physical and chemical sciences, and statistics. These notes were originally written for a course at the University of Glasgow.
(12929 views)