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Linear algebra and probability for computer science applications / Ernest Davis.

By: Material type: TextTextPublication details: Boca Raton, FL : CRC Press, c2012.Description: xviii, 413 pages. : illustration ; 25 cmContent type:
  • text
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 9781466501553 (hardback)
  • 1466501553 (hardback)
Subject(s): DDC classification:
  • 004.0151 23 D.E.L
LOC classification:
  • QA76.9.M35 D38 2012
Online resources: 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"--
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Holdings
Item type Current library Collection Call number Status Date due Barcode
Books Books Main library A1 CSCS | CSIS 004.0151 D.E.L (Browse shelf(Opens below)) Available 00009238

Includes bibliographical references and index.

"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"--

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