Algorithmic Mathematics in Machine Learning: 3 - Brossura

Bohn, Bastian; Garcke, Jochen; Griebel, Michael

 
9781611977875: Algorithmic Mathematics in Machine Learning: 3
Brossura
ISBN 10: 1611977878 ISBN 13: 9781611977875
Casa editrice: Society for Industrial & Applied Mathematics,U.S., 2024

Sinossi

The goal of Algorithmic Mathematics in Machine Learning is to explore several well-known machine learning and data analysis algorithms from a mathematical and programming perspective. In this unique book, the authors:

  • Present machine learning methods, review the underlying mathematics, and provide programming exercises intended to deepen the reader's understanding.
  • Accompany application areas with exercises that explore the unique characteristics of real-world data sets (e.g. pedestrian detection image data, biological cell data).
  • Highlight new terminology and background information on mathematical concepts, as well as exercises, in "info-boxes" throughout the text.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Editore
Society for Industrial & Applied Mathematics,U.S.
Data di pubblicazione
2024
Lingua
Inglese
ISBN 10 
1611977878
ISBN 13 
9781611977875
Rilegatura
Copertina flessibile
Numero di pagine
225
Contatto del produttore
non disponibile
Persona responsabile
non disponibile