03158oam 2200685Ma 450 991097356620332120240402061509.01-04-015780-70-429-06752-61-4665-0159-6(CKB)3710000000391529(EBL)1633372(SSID)ssj0001459310(PQKBManifestationID)12473530(PQKBTitleCode)TC0001459310(PQKBWorkID)11464022(PQKB)10573589(Au-PeEL)EBL1633372(CaPaEBR)ebr11167340(OCoLC)908079059(OCoLC)958799177(OCoLC)1122508392(OCoLC-P)958799177(FlBoTFG)9780429067525(OCoLC)958799177(FINmELB)ELB143905(MiAaPQ)EBC1633372(EXLCZ)99371000000039152920160914d2012 uy 0engurcn|||||||||txtccrLinear algebra and probability for computer science applications /Ernest Davis1st ed.Boca Raton, FL CRC Press©2012Boca Raton, Florida ;London, [England] ;New York :CRC Press,2012.©20121 online resource (430 p.)An A K Peters BookDescription based upon print version of record.1-4665-0155-3 Includes bibliographical references.Front Cover; Dedication; Contents; Preface; 1. MATLAB; I: Linear Algebra; 2. Vectors; 3. Matrices; 4. Vector Spaces; 5. Algorithms; 6. Geometry; 7. Change of Basis, DFT, and SVD; II: Probability; 8. Probability; 9. Numerical Random Variables; 10. Markov Models; 11. Confidence Intervals; 12. Monte Carlo Methods; 13. Information and Entropy; 14. Maximum Likelihood Estimation; References; Notation"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.Computer scienceMathematicsAlgebras, LinearProbabilitiesComputer scienceMathematics.Algebras, Linear.Probabilities.004.01/51MAT000000MAT003000MAT029010bisacshDavis Ernest754648OCoLC-POCoLC-PBOOK9910973566203321Linear algebra and probability for computer science applications4398195UNINA