**Linear Algebra Review and Reference**

by Zico Kolter

**Publisher**: Stanford University 2015**Number of pages**: 26

**Description**:

From the tabble of contents: Basic Concepts and Notation; Matrix Multiplication; Operations and Properties; Matrix Calculus (Gradients and Hessians of Quadratic and Linear Functions, Least Squares, Eigenvalues as Optimization, etc.).

Download or read it online for free here:

**Download link**

(200KB, PDF)

## Similar books

**Notes on Linear Algebra**

by

**Peter J. Cameron**-

**Queen Mary, University of London**

On the theoretical side, we deal with vector spaces, linear maps, and bilinear forms. On the practical side, the subject is really about one thing: matrices. This module is a mixture of abstract theory and concrete calculations with matrices.

(

**12048**views)

**Differential Equations and Linear Algebra**

by

**Simon J.A. Malham**-

**Heriot-Watt University**

From the table of contents: Linear second order ODEs; Homogeneous linear ODEs; Non-homogeneous linear ODEs; Laplace transforms; Linear algebraic equations; Matrix Equations; Linear algebraic eigenvalue problems; Systems of differential equations.

(

**11011**views)

**Grassmann Algebra**

by

**John Browne**

The primary focus of this book is to provide a readable account in modern notation of Grassmann's major algebraic contributions to mathematics and science. It should be accessible to scientists and engineers, students and professionals alike.

(

**16748**views)

**Linear Algebra C-4: Quadratic equations in two or three variables**

by

**Leif Mejlbro**-

**BookBoon**

The book is a collection of solved problems in linear algebra, this fourth volume covers quadratic equations in two or three variables. All examples are solved, and the solutions usually consist of step-by-step instructions.

(

**14639**views)