Agile Development of Deep Learning Applications: Recommendation and Enterprise Management Systems. Practical cases - Couverture souple

Dvorzhak, Valentina; Tomka, Yurii; Talakh, Maria

 
9786208427146: Agile Development of Deep Learning Applications: Recommendation and Enterprise Management Systems. Practical cases
Couverture souple
ISBN 10 : 6208427142 ISBN 13 : 9786208427146
Editeur : LAP LAMBERT Academic Publishing, 2025

Synopsis

This monograph showcases agile development of deep learning applications, focusing on recommendation systems. It presents projects in diverse contexts: personalized music playlists via text sentiment analysis, a knowledge-sharing platform using graph neural networks, automated IT specialist selection with graph autoencoders, and a creative writing platform with recommendations. It emphasizes modern techniques (NLP, GNN) and microservice architecture. The work highlights agile methodologies, iterative development, and business analysis (ML Canvas). Practical cases demonstrate enhanced user experience, improved enterprise efficiency, and innovative tools.

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Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2025
Langue
anglais
ISBN 10 
6208427142
ISBN 13 
9786208427146
Reliure
Broché
Nombre de pages
364
Coordonnées du fabricant
non disponible
Personne responsable
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