Linear Algebra and Learning from Data
von Strang, Gilbert
73,67 €
Einband: Gebundene Ausgabe
Seitenzahl: 432 Seiten
Erscheinungsdatum: 01.01.1970
Verlag: Cambridge University Press
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Linear Algebra and Learning from Data
Linear Algebra and Learning from Data von Strang, Gilbert im Online-Buchhandel:
Linear Algebra and Learning from Data
von Strang, Gilbert
73,67 €
gefunden bei Amazon Marketplace
Linear Algebra and Learning from Data
Linear Algebra and Learning from Data
Einband: Gebundene Ausgabe, Seitenzahl: 432 Seiten
Zur Online-Buchhandlung von
Amazon Marketplace
Amazon Marketplace
Linear Algebra and Learning from Data
75,99 €
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Linear algebra and the foundations of deep learning, together at last! From Professor Gilbert Strang,...
Linear 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.
Verlag: Cambridge University Press
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