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Agile Development of Deep Learning Applications

Agile Development of Deep Learning Applications

Paperback

General Computers

ISBN10: 6208427142
ISBN13: 9786208427146
Publisher: LAP Lambert Academic Publishing
Published: Feb 6 2025
Pages: 364
Weight: 1.07
Height: 0.81 Width: 6.00 Depth: 9.00
Language: English
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.

Also from

Dvorzhak, Valentina

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General Computers