{"product_id":"strang-gilbert-linear-algebra-and-learning-from-data","title":"Linear Algebra and Learning from Data","description":"\u003cp\u003eLinear algebra and the foundations of deep learning, together at last! From Professor Gilbert Strang, acclaimed author of Introduction to Linear Algebra, comes Linear Algebra and Learning from Data, the first textbook that teaches linear algebra together with deep learning and neural nets. This readable yet rigorous textbook contains a complete course in the linear algebra and related mathematics that students need to know to get to grips with learning from data. Included are: the four fundamental subspaces, singular value decompositions, special matrices, large matrix computation techniques, compressed sensing, probability and statistics, optimization, the architecture of neural nets, stochastic gradient descent and backpropagation.\u003c\/p\u003e\u003ctable style=\"border-collapse: collapse; border: none;\"\u003e\n\u003ctr style=\"border: none;\"\u003e\n\u003ctd style=\"border: none; width: 30%;\"\u003eEAN:\u003c\/td\u003e\n\u003ctd style=\"border: none;\"\u003e9780692196380\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr style=\"border: none;\"\u003e\n\u003ctd style=\"border: none; width: 30%;\"\u003eFarbverschnitt:\u003c\/td\u003e\n\u003ctd style=\"border: none;\"\u003eGenerell werden die Bücher ohne Farbverschnitt geliefert, auch wenn die Abbildungen einen Farbverschnitt zeigen.\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr style=\"border: none;\"\u003e\n\u003ctd style=\"border: none; width: 30%;\"\u003eErscheinungsjahr:\u003c\/td\u003e\n\u003ctd style=\"border: none;\"\u003e31.01.2019\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr style=\"border: none;\"\u003e\n\u003ctd style=\"border: none; width: 30%;\"\u003eProduktform:\u003c\/td\u003e\n\u003ctd style=\"border: none;\"\u003eLeinen, Gebunden\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr style=\"border: none;\"\u003e\n\u003ctd style=\"border: none; width: 30%;\"\u003eAutoren:\u003c\/td\u003e\n\u003ctd style=\"border: none;\"\u003eStrang, Gilbert\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr style=\"border: none;\"\u003e\n\u003ctd style=\"border: none; width: 30%;\"\u003eSeitenzahl\/Blattzahl:\u003c\/td\u003e\n\u003ctd style=\"border: none;\"\u003e446\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr style=\"border: none;\"\u003e\n\u003ctd style=\"border: none; width: 30%;\"\u003eAbbildungen:\u003c\/td\u003e\n\u003ctd style=\"border: none;\"\u003eWorked examples or Exercises\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr style=\"border: none;\"\u003e\n\u003ctd style=\"border: none; width: 30%;\"\u003eThemenüberschrift:\u003c\/td\u003e\n\u003ctd style=\"border: none;\"\u003eCOMPUTERS \/ Computer Vision \u0026amp; Pattern Recognition\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr style=\"border: none;\"\u003e\n\u003ctd style=\"border: none; width: 30%;\"\u003eFachschema:\u003c\/td\u003e\n\u003ctd style=\"border: none;\"\u003eAlgebra \/ Lineare Algebra~Lineare Algebra~Modell~Naturwissenschaften~Wissenschaft \/ Naturwissenschaften~Mathematik \/ Technik, Ingenieurwissenschaften, Handwerk~Mathematik \/ Informatik, Computer~Intelligenz \/ Künstliche Intelligenz~KI~Künstliche Intelligenz - AI~Lernen~Mustererkennung~Mathematik\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr style=\"border: none;\"\u003e\n\u003ctd style=\"border: none; width: 30%;\"\u003eFachkategorie:\u003c\/td\u003e\n\u003ctd style=\"border: none;\"\u003eMathematik für Informatiker~Maschinelles Lernen~Mustererkennung~Maschinelles Sehen, Bildverstehen, Mathematische Modellierung\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr style=\"border: none;\"\u003e\n\u003ctd style=\"border: none; width: 30%;\"\u003eText Sprache:\u003c\/td\u003e\n\u003ctd style=\"border: none;\"\u003eeng\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr style=\"border: none;\"\u003e\n\u003ctd style=\"border: none; width: 30%;\"\u003eSeitenanzahl:\u003c\/td\u003e\n\u003ctd style=\"border: none;\"\u003eXIII, 431\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr style=\"border: none;\"\u003e\n\u003ctd style=\"border: none; width: 30%;\"\u003eVerlag:\u003c\/td\u003e\n\u003ctd style=\"border: none;\"\u003eCambridge University Pr.\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr style=\"border: none;\"\u003e\n\u003ctd style=\"border: none; width: 30%;\"\u003eLänge:\u003c\/td\u003e\n\u003ctd style=\"border: none;\"\u003e241 mm\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr style=\"border: none;\"\u003e\n\u003ctd style=\"border: none; width: 30%;\"\u003eBreite:\u003c\/td\u003e\n\u003ctd style=\"border: none;\"\u003e195 mm\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr style=\"border: none;\"\u003e\n\u003ctd style=\"border: none; width: 30%;\"\u003eHöhe:\u003c\/td\u003e\n\u003ctd style=\"border: none;\"\u003e30 mm\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr style=\"border: none;\"\u003e\n\u003ctd style=\"border: none; width: 30%;\"\u003eGewicht:\u003c\/td\u003e\n\u003ctd style=\"border: none;\"\u003e944 gr\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr style=\"border: none;\"\u003e\n\u003ctd style=\"border: none; width: 30%;\"\u003eGenre:\u003c\/td\u003e\n\u003ctd style=\"border: none;\"\u003eImporte\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e","brand":"Strang, Gilbert","offers":[{"title":"Default Title","offer_id":56129207796038,"sku":"1258785","price":72.78,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0852\/3081\/3510\/files\/B00000005414998.jpg?v=1775191146","url":"https:\/\/www.averdo.com\/products\/strang-gilbert-linear-algebra-and-learning-from-data","provider":"Averdo","version":"1.0","type":"link"}