Notice bibliographique
- Notice
Type(s) de contenu et mode(s) de consultation : Texte noté : électronique
Titre(s) : Deep learning in data analytics [Texte électronique] : recent techniques, practices and applications / editors Debi Prasanna Acharjya, Anirban Mitra, Noor Zaman
Publication : Cham : Springer, copyright 2022
Description matérielle : 1 ressource dématérialisée
Collection : Studies in big data, ISSN 2197-6511 ; 91
Lien à la collection : Studies in big data (Online)
Note(s) : Notes bibliogr.
This book comprises theoretical foundations to deep learning, machine learning and
computing system, deep learning algorithms, and various deep learning applications.
The book discusses significant issues relating to deep learning in data analytics.
Further in-depth reading can be done from the detailed bibliography presented at the
end of each chapter. Besides, this book's material includes concepts, algorithms,
figures, graphs, and tables in guiding researchers through deep learning in data science
and its applications for society. Deep learning approaches prevent loss of information
and hence enhance the performance of data analysis and learning techniques. It brings
up many research issues in the industry and research community to capture and access
data effectively. The book provides the conceptual basis of deep learning required
to achieve in-depth knowledge in computer and data science. It has been done to make
the book more flexible and to stimulate further interest in topics. All these help
researchers motivate towards learning and implementing the concepts in real-life applications
Autre(s) auteur(s) : Acharjya, Debi Prasanna (1969-....). Éditeur scientifique
Mitra, Anirban. Éditeur scientifique
Zaman, Noor. Éditeur scientifique
Sujet(s) : Données massives
Apprentissage profond
Analyse des données
Indice(s) Dewey :
006.31 (23e éd.) = Apprentissage automatique (informatique)
Identifiants, prix et caractéristiques : ISBN 978-3-030-75855-4
Identifiant de la notice : ark:/12148/cb470547309
Notice n° :
FRBNF47054730
(notice reprise d'un réservoir extérieur)
