Linear algebra and probability for computer science applications
Material type: TextPublication details: Boca Raton, FL : CRC Press, ©2012.Description: xviii, 413 p. : ill. ; 25 cmISBN:- 9781466501553
- 512.5 23 DAV-L
- QA76.9.M35 D38 2012
Item type | Current library | Collection | Call number | Status | Date due | Barcode | Item holds |
---|---|---|---|---|---|---|---|
Books | IIITD Reference | Mathematics | REF 512.5 DAV-L (Browse shelf(Opens below)) | Available | 001416 |
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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