{"product_id":"coding-the-matrix-linear-algebra-through-applications-to-computer-science-9780615880990","title":"Coding the Matrix: Linear Algebra through Applications to Computer Science","description":"\u003cp\u003e • Author(s): Philip N. Klein\u003cbr\u003e • Publisher: Newtonian Press\u003cbr\u003e • Publisher Imprint: Newtonian Press\u003cbr\u003e • BISAC: Algebra - Linear\u003c\/p\u003e\u003cp\u003eAn 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 \u003ci\u003edoing\u003c\/i\u003e, 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 \u003ci\u003exkcd\u003c\/i\u003e comics. \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e Chapters: \u003ci\u003eThe Function\u003c\/i\u003e, \u003ci\u003eThe Field\u003c\/i\u003e, \u003ci\u003eThe Vector\u003c\/i\u003e, \u003ci\u003eThe Vector Space\u003c\/i\u003e, \u003ci\u003eThe Matrix\u003c\/i\u003e, \u003ci\u003eThe Basis\u003c\/i\u003e, \u003ci\u003eDimension\u003c\/i\u003e, \u003ci\u003eGaussian Elimination\u003c\/i\u003e, \u003ci\u003eThe Inner Product\u003c\/i\u003e, \u003ci\u003eSpecial Bases\u003c\/i\u003e, \u003ci\u003eThe Singular Value Decomposition\u003c\/i\u003e, \u003ci\u003eThe Eigenvector\u003c\/i\u003e, \u003ci\u003eThe Linear Program\u003c\/i\u003e","brand":"Newtonian Press","offers":[{"title":"Paperback","offer_id":45502114365591,"sku":"9780615880990","price":3340.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9780615880990.webp?v=1767452779","url":"https:\/\/atlanticbooks.com\/products\/coding-the-matrix-linear-algebra-through-applications-to-computer-science-9780615880990","provider":"Atlantic Books","version":"1.0","type":"link"}