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

Dvorzhak, Valentina; Tomka, Yurii; Talakh, Maria

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

Inhaltsangabe

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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Über die Autorin bzw. den Autor

Valentyna Dvorzhak is an Assistant Professor of the Computer Science Department. Her scientific interests include: Computer Vision, Deep Learning, Machine Learning, Business Analysis, and Project Management for the Development of Intelligent Applications.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2025
Sprache
Englisch
ISBN 10 
6208427142
ISBN 13 
9786208427146
Einband
Taschenbuch
Anzahl der Seiten
364
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Edicoes Nosso Conhecimento
customerservice@vdm-vsg.de

SIA
Riga
1039
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