Name: Introduction to Transfer Learning (en Inglés)
SKU: 54898593
Price: 80.19 USD
Availability: InStock
Author: Wang, Jindong|Chen, Yiqiang
ISBN: 9789811975837

portada Introduction to Transfer Learning (en Inglés)

Introduction to Transfer Learning (en Inglés)

Formato

Libro Físico

Editorial

Springer Verlag Gmbh

Autor

Wang, Jindong|Chen, Yiqiang

Idioma

Inglés

Encuadernación

Tapa Dura

ISBN13

9789811975837

Introduction to Transfer Learning (en Inglés)

Wang, Jindong|Chen, Yiqiang (Autor) · Springer Verlag Gmbh · Tapa Dura

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Reseña del libro "Introduction to Transfer Learning (en Inglés)"

Transfer learning is one of the most important technologies in the era of artificial intelligence and deep learning. It seeks to leverage existing knowledge by transferring it to another, new domain. Over the years, a number of relevant topics have attracted the interest of the research and application community: transfer learning, pre-training and fine-tuning, domain adaptation, domain generalization, and meta-learning. This book offers a comprehensive tutorial on an overview of transfer learning, introducing new researchers in this area to both classic and more recent algorithms. Most importantly, it takes a "student's" perspective to introduce all the concepts, theories, algorithms, and applications, allowing readers to quickly and easily enter this area. Accompanying the book, detailed code implementations are provided to better illustrate the core ideas of several important algorithms, presenting good examples for practice.