Book Name: Introduction to Applied Linear Algebra: Vectors, Matrices, and Least Squares
Author: Stephen Boyd, Lieven Vandenberghe
Publisher: Cambridge University Press
File size: 7 Mb
File format: PDF
Introduction to Applied Linear Algebra: Vectors, Matrices, and Least Squares Pdf Book Description:
This groundbreaking textbook combines simple explanations using an abundance of practical examples to offer you an innovative way of teaching linear algebra. Requiring no previous knowledge of this topic, it covers the elements of linear algebra – vectors, matrices, and squares – which are required for engineering programs, talking examples across information engineering, machine learning and artificial intelligence, signal and image processing, tomography, navigation, management, and finance.
The many practical exercises during enable pupils to check their knowledge and interpret their knowledge in solving real-world troubles, with lecture slides, added computational exercises in Julia and MATLAB, and information collections accompanying the publication online. It’s acceptable for both one-semester and one-quarter classes, in addition to self-study, this self reliant text provides beginning students with the foundation that they will need to progress into more advanced research.