Linear Algebra and Learning from Data

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Produkttyp Ausgabe

Hardcover

Autor:innen:

Gilbert Strang

Beschreibung:

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.

Produktdetails:

Autor:in: Gilbert Strang
Erscheinungsdatum: 31.01.2019
Sprache: Englisch
Seitenumfang: 446 Seiten
ISBN: 9780692196380

€81,95

exklusive Versand

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Verfügbarkeit: Nicht auf Lager

Lieferzeit: Lieferbar in 2 - 5 Werktagen

Attributbezeichnung	Attributwert
Produkt Details
Format	Hardcover
Sprache	Englisch