Linear Algebra and Probability for Computer Science Applications

Author: Ernest Davis
Edition: 1
Binding: Hardcover
ISBN: 1466501553
Publisher: A K Peters/CRC Press

Linear Algebra and Probability for Computer Science Applications By Davis, Ernest

Based on the author's course at NYU, Linear Algebra and Probability for Computer Science Applications gives an introduction to two mathematical fields that are fundamental in many areas of computer science. Linear Algebra and Probability for Computer Science Applications
"Taking a computer scientist's point of view, this classroom-tested text gives an introduction to linear algebra and probability theory, including some basic aspects of statistics. It discusses examples of applications from a wide range of areas of computer science, including computer graphics, computer vision, robotics, natural language processing, web search, machine learning, statistical analysis, game playing, graph theory, scientific computing, decision theory, coding, cryptography, network analysis, data compression, and signal processing. It includes an extensive discussion of MATLAB, and includes numerous MATLAB exercises and programming assignments"--
The course and the text are addressed to students with a very weak mathematical background. Most of the chapters discuss relevant MATLABA functions and features and give sample assignments in MATLAB; the author's website provides the MATLAB code from the book. After an introductory chapter on MATLAB, the text is divided into two sections. The section on linear algebra gives an introduction to the theory of vectors, matrices, and linear transformations over the reals. It includes an extensive discussion on Gaussian elim Download free Linear Algebra and Probability for Computer Science Applications from rapidshare, mediafire, 4shared
The course and the text are addressed to students with a very weak mathematical background. Most of the chapters discuss relevant MATLABA functions and features and give sample assignments in MATLAB; the author's website provides the MATLAB code from the book. After an introductory chapter on MATLAB, the text is divided into two sections. The section on linear algebra gives an introduction to the theory of vectors, matrices, and linear transformations over the reals Search and find a lot of computer books in many category availabe for free download
he course and the text are addressed to students with a very weak mathematical background. Most of the chapters discuss relevant MATLABA functions and features and give sample assignments in MATLAB; the author's website provides the MATLAB code from the book. After an introductory chapter on MATLAB, the text is divided into two sections. The section on linear algebra gives an introduction to the theory of vectors, matrices, and linear transformations over the reals. It includes an extensive discussion on Gaussian elim