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Linear algebra and probability for computer science applications /

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"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 grap...

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Bibliographic Details
Main Author: Davis, Ernest
Corporate Author: Taylor & Francis
Format: eBook
Language:English
Published: Boca Raton, FL : CRC Press, ©2012.
Series:An A K Peters Book
Subjects:
Computer science > Mathematics.
Algebras, Linear.
Probabilities.
COMPUTERS / Computer Literacy
COMPUTERS / Computer Science
COMPUTERS / Data Processing
COMPUTERS / Hardware / General
COMPUTERS / Information Technology
COMPUTERS / Machine Theory
COMPUTERS / Reference
MATHEMATICS / General
MATHEMATICS / Applied
MATHEMATICS / Probability & Statistics / Bayesian Analysis
Electronic books.
Online Access:Connect to the full text of this electronic book
Description
Summary:"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"--
Physical Description:1 online resource (xviii, 413 pages) : illustrations
ISBN:9781466501591
1466501596
9781466501553
1466501553
9780429067525
0429067526