Free download and read ebooks online Coding The Matrix - Linear Algebra Through Applications To Computer Science by Philip N. Klein full book PDF ePUB Audiobook. Download a free ebooks and kindle audiobook Coding The Matrix - Linear Algebra Through Applications To Computer Science with ISBN id 9780615880990 full page with book summary. Philip N. Klein book PDF ePUB of Coding The Matrix - Linear Algebra Through Applications To Computer Science published by Lightning Source Incorporated in 2013-09-03. Coding the Matrix released with category Mathematics with total 548 pages.
📖 Coding The Matrix - Linear Algebra Through Applications To Computer Science by Philip N. Klein free pdf book
An engaging introduction to vectors and matrices and the algorithms that operate on them, intended for the student who knows how to program. Mathematical concepts and computational problems are motivated by applications in computer science. The reader learns by doing, writing programs to implement the mathematical concepts and using them to carry out tasks and explore the applications. Examples include: error-correcting codes, transformations in graphics, face detection, encryption and secret-sharing, integer factoring, removing perspective from an image, PageRank (Google's ranking algorithm), and cancer detection from cell features. A companion web site, codingthematrix.com provides data and support code. Most of the assignments can be auto-graded online. Over two hundred illustrations, including a selection of relevant xkcd comics. Chapters: The Function, The Field, The Vector, The Vector Space, The Matrix, The Basis, Dimension, Gaussian Elimination, The Inner Product, Special Bases, The Singular Value Decomposition, The Eigenvector, The Linear Program
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