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Deep Learning Approach for Natural Language Processing, Speech, and Computer Vision: Techniques and Use Cases

By: By: Publication details: Boca Raton: CRC Press, 2023Description: 225ISBN:
  • 9781032391663
Subject(s): DDC classification:
  • 006.35 ASH
Summary: Deep Learning Approach for Natural Language Processing, Speech, and Computer Vision provides an overview of general deep learning methodology and its applications of natural language processing (NLP), speech, and computer vision tasks. It simplifies and presents the concepts of deep learning in a comprehensive manner, with suitable, full-fledged examples of deep learning models, with an aim to bridge the gap between the theoretical and the applications using case studies with code, experiments, and supporting analysis. Features: Covers latest developments in deep learning techniques as applied to audio analysis, computer vision, and natural language processing. Introduces contemporary applications of deep learning techniques as applied to audio, textual, and visual processing. Discovers deep learning frameworks and libraries for NLP, speech, and computer vision in Python. Gives insights into using the tools and libraries in Python for real-world applications. Provides easily accessible tutorials and real-world case studies with code to provide hands-on experience. This book is aimed at researchers and graduate students in computer engineering, image, speech, and text processing.
List(s) this item appears in: New Arrivals October 2025 -Engineering
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Holdings
Item type Current library Collection Call number Copy number Status Date due Barcode Item holds
Book Book Alliance School of Advanced Computing Artificial Intelligence and Machine Learning 006.35 ASH (Browse shelf(Opens below)) 3 Available E16442
Reference Book Reference Book Alliance School of Advanced Computing Artificial Intelligence and Machine Learning 006.35 ASH (Browse shelf(Opens below)) 1 Not for loan E16440
Book Book Alliance School of Advanced Computing Artificial Intelligence and Machine Learning 006.35 ASH (Browse shelf(Opens below)) 2 Available E16441
Total holds: 0

Deep Learning Approach for Natural Language Processing, Speech, and Computer Vision provides an overview of general deep learning methodology and its applications of natural language processing (NLP), speech, and computer vision tasks. It simplifies and presents the concepts of deep learning in a comprehensive manner, with suitable, full-fledged examples of deep learning models, with an aim to bridge the gap between the theoretical and the applications using case studies with code, experiments, and supporting analysis.

Features:


Covers latest developments in deep learning techniques as applied to audio analysis, computer vision, and natural language processing.

Introduces contemporary applications of deep learning techniques as applied to audio, textual, and visual processing.

Discovers deep learning frameworks and libraries for NLP, speech, and computer vision in Python.

Gives insights into using the tools and libraries in Python for real-world applications.

Provides easily accessible tutorials and real-world case studies with code to provide hands-on experience.
This book is aimed at researchers and graduate students in computer engineering, image, speech, and text processing.

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