ADVANCED DEEP LEARNING SYSTEMS FROM THEORY TO DEPLOYMENT - Softcover

C, Geetha; M V, Ishwarya; N, Saistha

Softcover

ISBN 10: 6209598455 ISBN 13: 9786209598456

Verlag: LAP LAMBERT Academic Publishing, 2026

Inhaltsangabe

Advanced deep learning systems represent some of the most sophisticated technical achievements of our era, combining theoretical insights from neuroscience and mathematics, practical engineering from distributed computing and systems design, and domain expertise from countless application areas. Building such systems requires combining knowledge across multiple disciplines-understanding not just neural networks but also optimization, distributed systems, software engineering, data management, and domain-specific challenges.The field remains young with tremendous opportunity for innovation and impact. Models that once seemed impossible to train now train routinely. Deployments at scales unimaginable a few years ago now operate reliably. Applications that were pure science fiction now benefit billions of users. Yet enormous challenges remain-building systems that are efficient enough for edge deployment, fair enough to avoid amplifying societal biases, robust enough to handle distribution shifts and adversarial inputs, and interpretable enough to enable understanding and trust.

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Über die Autorin bzw. den Autor

Dr. C.Geetha is working as Associate professor in IT Department in Sathyabama institute of science and technology.Dr.Ishwarya M.V is working as Associate Professor and HOD in AIDS Department at Agni College of Technology.Saistha N is a Research Scholar in CSE at Vels Institute of Science Technology and Advanced Studies (VISTAS).

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2026
• Sprache: Englisch
• ISBN 10: 6209598455
• ISBN 13: 9786209598456
• Einband: Taschenbuch
• Anzahl der Seiten: 136
• Kontakt zum Hersteller: preigu GmbH & Co. KG; mail@preigu.de; ; Lengericher Landstr. 19; Osnabrück; Niedersachsen; 49078; Deutschland