Linear Algebra (Linear Algebra package)
Linear Algebra
About the Book
An introduction to undergraduate linear algebra, for a one semester course. It includes Jordan canonical forms, and follows a more geometric approach than many other textbooks. Applications to Artificial Intelligence and Data Science are included.
About the Authors
Packages
Linear Algebra package
The course package contains solutions of problems compiled by the first author and additional projects using Linear Algebra.
Includes:
Solved Exercises
The first author will post here solutions for most of the exercises at the end of each section
PDF
English
The Book
Includes:
Solved Exercises
The first author will post here solutions for most of the exercises at the end of each section
PDF
English
Table of Contents
- A quick review of analytic geometry, vectors in space.
- Euclidean spaces, linear systems.
- Vector spaces
- Linear transformations
- Determinants, eigenvalues, eigenvectors
- Inner spaces and orthogonality
- Symmetric matrices
- Decomposition of vector spaces, canonical forms
- Answers to selected exercises
- Bibliography
- Index
About the Publisher
This book is published on Leanpub by RISAT
Welcome to Risat publications. Research Institute of Science and Technology (RISAT) is a private, non-profit institution governed by its Board of Directors. Its mission is to enhance science and technology in Albania and surrounding countries. RISAT assumes an obligation to advance knowledge through research and scholarship of its members. The Institute's research and scholarship mission takes expression in a variety of forms ranging from basic studies, improving curricula, and active research.
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