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

Dvorzhak, Valentina; Tomka, Yurii; Talakh, Maria

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

Sinossi

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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Editore
LAP LAMBERT Academic Publishing
Data di pubblicazione
2025
Lingua
Inglese
ISBN 10 
6208427142
ISBN 13 
9786208427146
Rilegatura
Copertina flessibile
Numero di pagine
364
Contatto del produttore
non disponibile
Persona responsabile
KreGa Onlinehandel GmbH
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