9781466501553

Linear Algebra and Probability for Computer Science Applications

  • ISBN 13:

    9781466501553

  • ISBN 10:

    1466501553

  • Edition: 1st
  • Format: Hardcover
  • Copyright: 05/02/2012
  • Publisher: A. K. Peters

Note: Not guaranteed to come with supplemental materials (access cards, study guides, lab manuals, CDs, etc.)

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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 MATLABĀ®, and includes numerous MATLAB exercises and programming assignments.

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