Linear algebra and probability for computer science applications
By: Ernest Davis
Publisher: CRC Press
Published: 2012
Place of publication: Boca Raton
Language: eng
ISBN-13: 9781466501553
Subjects: MATHEMATICS / General; Computer science; Mathematics; Probabilities; Linear Algebras; MATHEMATICS / Applied; MATHEMATICS / Probability & Statistics / Bayesian Analysis
Description: "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"--
Notes: Includes bibliographical references and index.