Get Coding the Matrix: Linear Algebra through Computer Science PDF

By Philip Klein

ISBN-10: 0615880991

ISBN-13: 9780615880990

a fascinating advent to vectors and matrices and the algorithms that function on them, meant for the scholar who is aware easy methods to software. Mathematical ideas and computational difficulties are prompted via functions in machine technological know-how. The reader learns by way of doing, writing courses to enforce the mathematical strategies and utilizing them to hold out initiatives and discover the functions. Examples comprise: error-correcting codes, modifications in images, face detection, encryption and secret-sharing, integer factoring, removal viewpoint from a picture, PageRank (Google's rating algorithm), and melanoma detection from cellphone beneficial properties. A better half site, codingthematrix.com, offers information and aid code. many of the assignments should be auto-graded on-line. Over 2 hundred illustrations, together with a variety of proper xkcd comics.

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


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