Erhältlich:
Nicht auf Lager
Buch (Hardcover): Fachbuch
Linear Algebra and Learning from Data
Produkt bewerten
Verlag:
Cambridge Academic Unsere-Artikel-Nr.: KZZP537
EAN: 9780692196380
Erhältlich:
Nicht auf Lager
Zustellung: Mo, 21.09.2026
Versand: Kostenlos
-11.3 %
CHF 106.–
CHF 94.–
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.
Spezifikationen
Sprache
- Englisch
Autor
- Gilbert Strang
Thema
- Mathematik: Allgemein
Erscheinungsjahr
- 2019
Format
- Buch (Hardcover)
Anzahl Seiten
- 446