**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

**The Theory of Determinants and Their Applications**

by

**Robert Forsyth Scott**-

**Cambridge University Press**

In the present treatise I have attempted to give an exposition of the Theory of Determinants and their more important applications. The treatise uses Grassmann's alternate units, by means of which the study of determinants is much simplified.

(

**835**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.

(

**11609**views)

**An Introduction to Determinants**

by

**William Thomson**

Every important principle has been illustrated by copious examples, a considerable number of which have been fully worked out. As my main object has been to produce a textbook suitable for beginners, many important theorems have been omitted.

(

**2329**views)

**Linear Algebra**

by

**Jonathan Gleason**-

**University of California**

From the table of contents: K-modules and linear transformations; Linear independence, spanning, bases, and dimension; Coordinates, column vectors, and matrices; Eigenstuff; Multilinear algebra and tensors; Inner-product spaces; Applications.

(

**1305**views)