L. AshokKumar,D. KarthikaRenuka
Deep Learning Approach for Natural Language Processing, Speech, and Computer Vision: Techniques and Use Cases
Deep Learning Approach for Natural Language Processing, Speech, and Computer Vision: Techniques and Use Cases
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- More about Deep Learning Approach for Natural Language Processing, Speech, and Computer Vision: Techniques and Use Cases
The book provides an overview of deep learning methodology and its applications in natural language processing (NLP), speech, and computer vision. It covers latest developments, introduces contemporary applications, and provides insights into using deep learning frameworks and libraries in Python for real-world applications. It is aimed at researchers and graduate students in computer engineering, image, speech, and text processing.
Format: Hardback
Length: 226 pages
Publication date: 22 May 2023
Publisher: Taylor & Francis Ltd
Deep Learning Approach for Natural Language Processing, Speech, and Computer Vision offers a comprehensive overview of the general deep learning methodology and its applications in natural language processing (NLP), speech, and computer vision tasks. It simplifies and presents the concepts of deep learning in a comprehensive manner, with suitable examples of deep learning models. The book aims to bridge the gap between theoretical knowledge and practical applications by using case studies with code, experiments, and supporting analysis.
The book covers the latest developments in deep learning techniques as applied to audio analysis, computer vision, and NLP. It introduces contemporary applications of deep learning techniques in audio, textual, and visual processing. The book also discovers deep learning frameworks and libraries for NLP, speech, and computer vision in Python. It provides insights into using these tools and libraries for real-world applications.
The book includes easily accessible tutorials and real-world case studies with code to provide hands-on experience. It is aimed at researchers and graduate students in computer engineering, image, speech, and text processing.
In conclusion, Deep Learning Approach for Natural Language Processing, Speech, and Computer Vision is a valuable resource for anyone interested in learning and applying deep learning techniques in these fields. It provides a comprehensive and up-to-date introduction to the methodology and applications of deep learning, with practical examples and code to support learning.
Weight: 514g
Dimension: 163 x 242 x 20 (mm)
ISBN-13: 9781032391656
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