Name: Deep Learning Foundations
Price: 5351.00 TWD
Availability: InStock
Author: Jo, Taeho
ISBN: 9783031328787

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Type

Physical Book

Author

Taeho Jo

Publisher

Springer

Language

English

Pages

426

Format

Hardcover

Dimensions

23.4 x 15.6 x 2.5 cm

Weight

0.80 kg.

ISBN13

9783031328787

Edition No.

Synopsis "Deep Learning Foundations"

This book provides a conceptual understanding of deep learning algorithms. The book consists of the four parts: foundations, deep machine learning, deep neural networks, and textual deep learning. The first part provides traditional supervised learning, traditional unsupervised learning, and ensemble learning, as the preparation for studying deep learning algorithms. The second part deals with modification of existing machine learning algorithms into deep learning algorithms. The book's third part deals with deep neural networks, such as Multiple Perceptron, Recurrent Networks, Restricted Boltzmann Machine, and Convolutionary Neural Networks. The last part provides deep learning techniques that are specialized for text mining tasks. The book is relevant for researchers, academics, students, and professionals in machine learning.

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Deep Learning Foundations - Jo, Taeho

Synopsis "Deep Learning Foundations"

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