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Read e-book online Coding the Matrix: Linear Algebra through Computer Science PDF

By Philip Klein

ISBN-10: 0615880991

ISBN-13: 9780615880990

an enticing creation to vectors and matrices and the algorithms that function on them, meant for the scholar who is familiar with the right way to application. Mathematical thoughts and computational difficulties are encouraged through purposes in computing device technology. The reader learns by way of doing, writing courses to enforce the mathematical innovations and utilizing them to hold out projects and discover the purposes. Examples comprise: error-correcting codes, ameliorations in snap shots, face detection, encryption and secret-sharing, integer factoring, removal point of view from a picture, PageRank (Google's rating algorithm), and melanoma detection from mobile beneficial properties. A significant other website, codingthematrix.com, offers info and aid code. lots of the assignments may be auto-graded on-line. Over 2 hundred illustrations, together with a variety of correct xkcd comics.

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Coding the Matrix: Linear Algebra through Computer Science Applications by Philip Klein

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