Transfer Learning - Unlocking the Power of Pretrained Models - Couverture rigide

Couverture rigide

ISBN 10 : 1836353529 ISBN 13 : 9781836353522

Editeur : IntechOpen, 2026

Synopsis

A paradigm change is currently occurring in the field of artificial intelligence. Initially, a straightforward but ever-expensive formula, involving more data and more computation, described the course of machine learning. We started from scratch and trained ever-larger models from random initialization on enormous, task-specific datasets. Although effective, this strategy consumed a significant amount of resources, made it challenging to enter new markets, and was fragile in conditions with limited data. This book is designed for engineers, researchers, students, and technology leaders who want not only to understand this shift but also to actively participate in it. Our goal is to provide you with both the conceptual framework and the practical expertise to harness the power of pre-trained models, saving you time and computational resources, and ultimately enabling you to solve problems that were previously out of reach.

Détails de l'édition

• Éditeur: IntechOpen
• Date d'édition: 2026
• Langue: anglais
• ISBN 10: 1836353529
• ISBN 13: 9781836353522
• Reliure: Relié
• Nombre de pages: 138
• Éditeur: Mazzeo Pier Luigi, Bruno Alessandro
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible