# Linear Algebra Done Right

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## Linear Algebra Done Right

### Linear Algebra Done Right by Sheldon Axler Book Summary:

This text for a second course in linear algebra, aimed at math majors and graduates, adopts a novel approach by banishing determinants to the end of the book and focusing on understanding the structure of linear operators on vector spaces. The author has taken unusual care to motivate concepts and to simplify proofs. For example, the book presents - without having defined determinants - a clean proof that every linear operator on a finite-dimensional complex vector space has an eigenvalue. The book starts by discussing vector spaces, linear independence, span, basics, and dimension. Students are introduced to inner-product spaces in the first half of the book and shortly thereafter to the finite- dimensional spectral theorem. A variety of interesting exercises in each chapter helps students understand and manipulate the objects of linear algebra. This second edition features new chapters on diagonal matrices, on linear functionals and adjoints, and on the spectral theorem; some sections, such as those on self-adjoint and normal operators, have been entirely rewritten; and hundreds of minor improvements have been made throughout the text.

## Linear Algebra Done Right

### Linear Algebra Done Right by Sheldon Axler Book Summary:

This best-selling textbook for a second course in linear algebra is aimed at undergrad math majors and graduate students. The novel approach taken here banishes determinants to the end of the book. The text focuses on the central goal of linear algebra: understanding the structure of linear operators on finite-dimensional vector spaces. The author has taken unusual care to motivate concepts and to simplify proofs. A variety of interesting exercises in each chapter helps students understand and manipulate the objects of linear algebra. The third edition contains major improvements and revisions throughout the book. More than 300 new exercises have been added since the previous edition. Many new examples have been added to illustrate the key ideas of linear algebra. New topics covered in the book include product spaces, quotient spaces, and dual spaces. Beautiful new formatting creates pages with an unusually pleasant appearance in both print and electronic versions. No prerequisites are assumed other than the usual demand for suitable mathematical maturity. Thus the text starts by discussing vector spaces, linear independence, span, basis, and dimension. The book then deals with linear maps, eigenvalues, and eigenvectors. Inner-product spaces are introduced, leading to the finite-dimensional spectral theorem and its consequences. Generalized eigenvectors are then used to provide insight into the structure of a linear operator.

## Linear Algebra Done Right

### Linear Algebra Done Right by Sheldon Axler Book Summary:

This text is intended for a second course in linear algebra aimed at students interested in pursuing mathematics; it would thus follow a general course on matrices and computations. The approach is novel, banishing determinants to the end of the book, and focusing on the central concerns of linear algebra: understanding the structure of a linear map from a vector space onto itself. The existence of eigenvalues on complex vector spaces is proven without use of determinants. The easily grasped concept of an invariant subspace provides motivation for the study of eigenvalues and eigenvectors and leads naturally to the generalized eigenvectors. Here the minimal polynomial plays the dominant role usually played by the characteristic polynomial.

## Algèbre linéaire

### Algèbre linéaire by Roger Mansuy,Rached Mneimné Book Summary:

Après de nombreux rappels sur les fondements de la théorie de la dimension, du rang et des systèmes linéaires, qui sont au cœur de l’enseignement de l’Algèbre linéaire de L1 ou de Math Sup, le livre procède très vite à la mise en place des méthodes et des objets fondamentaux de la réduction des endomorphismes. Chaque énoncé d'exercice, accompagné d’un rappel de cours, est l'occasion d’en présenter la thématique qui le replace dans un contexte mathématique signifiant (et non pas déconnecté de l’apprentissage). Les auteurs en proposent un éclairage multiple, et livrent une (ou plusieurs) solution(s) ainsi que divers développements apparentés.

## Flatland

### Flatland by Edwin Abbott Abbott Book Summary:

Flatland est une allégorie, écrite en 1884, où l'auteur, Edwin Abbott Abbott, donne vie aux dimensions géométriques, le point, la ligne et les figures planes, avant d'en arriver à faire découvrir l'univers des volumes par un carré. Cette allégorie n'est pas sans rappeler la sortie de la caverne, voire le cheminement de Don Quichotte, l'hidalgo de Cervantes.

## Algèbre

### Algèbre by N. Bourbaki Book Summary:

Les Éléments de mathématique de Nicolas Bourbaki ont pour objet une présentation rigoureuse, systématique et sans prérequis des mathématiques depuis leurs fondements. Ce dixième chapitre du Livre d’Algèbre, deuxième Livre du traité, pose les bases du calcul homologique. Ce volume est a été publié en 1980.

## Géométrie algébrique

### Géométrie algébrique by Daniel Perrin Book Summary:

Ce livre propose une introduction à la géométrie algébrique, notamment à la géométrie projective. Il prend pour point de départ des problèmes classiques, mais non triviaux, qui sont l'occasion d'introduire certains outils essentiels de la géométrie algébrique moderne : dimension, singularité, faisceaux, variétés, cohomologie.

## Cours d'algèbre

### Cours d'algèbre by Roger Godement Book Summary:

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## Essays in Constructive Mathematics

### Essays in Constructive Mathematics by Harold M. Edwards Book Summary:

Contents and treatment are fresh and very different from the standard treatments Presents a fully constructive version of what it means to do algebra The exposition is not only clear, it is friendly, philosophical, and considerate even to the most naive or inexperienced reader

### Advanced Linear Algebra by Steven Roman Book Summary:

This graduate level textbook covers an especially broad range of topics. The book first offers a careful discussion of the basics of linear algebra. It then proceeds to a discussion of modules, emphasizing a comparison with vector spaces, and presents a thorough discussion of inner product spaces, eigenvalues, eigenvectors, and finite dimensional spectral theory, culminating in the finite dimensional spectral theorem for normal operators. The new edition has been revised and contains a chapter on the QR decomposition, singular values and pseudoinverses, and a chapter on convexity, separation and positive solutions to linear systems.

## A Concise Introduction to Linear Algebra

### A Concise Introduction to Linear Algebra by Géza Schay Book Summary:

Building on the author's previous edition on the subject (Introduction to Linear Algebra, Jones & Bartlett, 1996), this book offers a refreshingly concise text suitable for a standard course in linear algebra, presenting a carefully selected array of essential topics that can be thoroughly covered in a single semester. Although the exposition generally falls in line with the material recommended by the Linear Algebra Curriculum Study Group, it notably deviates in providing an early emphasis on the geometric foundations of linear algebra. This gives students a more intuitive understanding of the subject and enables an easier grasp of more abstract concepts covered later in the course. The focus throughout is rooted in the mathematical fundamentals, but the text also investigates a number of interesting applications, including a section on computer graphics, a chapter on numerical methods, and many exercises and examples using MATLAB. Meanwhile, many visuals and problems (a complete solutions manual is available to instructors) are included to enhance and reinforce understanding throughout the book. Brief yet precise and rigorous, this work is an ideal choice for a one-semester course in linear algebra targeted primarily at math or physics majors. It is a valuable tool for any professor who teaches the subject.

## La géométrie spontanée de l'enfant

### La géométrie spontanée de l'enfant by Jean Piaget,Bärbel Inhelder,Alina Szeminska Book Summary:

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## Histoire des mathématiques chinoises

### Histoire des mathématiques chinoises by Jean-Claude Martzloff Book Summary:

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## Linear Algebra

### Linear Algebra by Larry Smith Book Summary:

This popular and successful text was originally written for a one-semester course in linear algebra at the sophomore undergraduate level. Consequently, the book deals almost exclusively with real finite dimensional vector spaces, but in a setting and formulation that permits easy generalisation to abstract vector spaces. A wide selection of examples of vector spaces and linear transformation is presented to serve as a testing ground for the theory. In the second edition, a new chapter on Jordan normal form was added which reappears here in expanded form as the second goal of this new edition, after the principal axis theorem. To achieve these goals in one semester it is necessary to follow a straight path, but this is compensated by a wide selection of examples and exercises. In addition, the author includes an introduction to invariant theory to show that linear algebra alone is incapable of solving these canonical forms problems. A compact, but mathematically clean introduction to linear algebra with particular emphasis on topics in abstract algebra, the theory of differential equations, and group representation theory.