Linear algebra and probability for computer science applications
Title
:
Linear algebra and probability for computer science applications
Personal Author
:
Davis, Ernest
Publication Information
:
Boca Raton, FL : CRC Press, c2012
Physical Description
:
xviii, 413 p. : ill. ; 24 cm.
ISBN
:
9781466501553
Abstract
:
"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"-- Provided by publisher.
Subject Term
:
Computer science -- Mathematics
Algebras, Linear
Probabilities
Library | Item Barcode | Call Number | Material Type | Item Category 1 |
---|
PSZ JB | 30000010302434 | QA76.9.M35 D38 2012 | Open Access Book | Book |