Understanding Natural Language Processing ( Machine Learning And Deep Learning Perspectives ) | By T V Geetha | Pearson Publication ( English Medium )

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Understanding Natural Language Processing ( Machine Learning And Deep Learning Perspectives ) | By T V Geetha | Pearson Publication ( English Medium ).

“Understanding Natural Language Processing (Machine Learning and Deep Learning Perspectives)” is a comprehensive and well-structured textbook authored by T.V. Geetha, an esteemed academic and researcher in the field of computer science. Published by Pearson Publication, this book offers an in-depth exploration of the concepts, techniques, and real-world applications of Natural Language Processing (NLP) through both Machine Learning and Deep Learning paradigms.

The book is designed to bridge the gap between foundational NLP concepts and their advanced implementations using modern AI frameworks. It provides theoretical explanations, mathematical formulations, and hands-on examples to help readers understand and build NLP systems that can process and interpret human language.

Key Features:

Covers core NLP tasks such as text classification, language modeling, POS tagging, named entity recognition, machine translation, and question answering

Explores both traditional machine learning techniques (like Naïve Bayes, SVMs, CRFs) and deep learning models (RNNs, CNNs, LSTMs, Transformers, BERT, etc.)

Includes real-world examples, case studies, and Python-based implementations to enhance practical understanding

Suitable for undergraduate and postgraduate students, as well as professionals and researchers interested in NLP and AI

Follows a concept-to-implementation approach with clarity and academic rigor

Aligns with current industry and research trends in Natural Language Understanding (NLU) and Generation (NLG)

This book is ideal for learners aiming to build a strong foundation in NLP while gaining hands-on experience with modern AI tools and algorithms. It empowers readers to create intelligent systems capable of understanding, processing, and generating human language in various real-life applications.

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Product Details

SKU / BOOK Code:	Pearson-Un-Nat-Lan-Pro-(E)
Publisher:	Pearson Publication
Author:	T V Geetha
Binding Type:	Paperback
No. of Pages:	396
ISBN-10:	8119896009
ISBN-13:	978-8119896004
Edition:	2024 Edition
Language:	English Medium
Publish Year:	2025-05
Weight (g):	1500
Product Condition:	New
Reading Age:	Above 10 Years
Country of Origin:	India
Genre:	Engineering Books
Manufacturer:	Pearson Publication
Importer:	Pearson Publication
Packer:	Fullfilled by Supplier

Product Description

Understanding Natural Language Processing ( Machine Learning And Deep Learning Perspectives ) | By T V Geetha | Pearson Publication ( English Medium ).

“Understanding Natural Language Processing (Machine Learning and Deep Learning Perspectives)” is a comprehensive and well-structured textbook authored by T.V. Geetha, an esteemed academic and researcher in the field of computer science. Published by Pearson Publication, this book offers an in-depth exploration of the concepts, techniques, and real-world applications of Natural Language Processing (NLP) through both Machine Learning and Deep Learning paradigms.

The book is designed to bridge the gap between foundational NLP concepts and their advanced implementations using modern AI frameworks. It provides theoretical explanations, mathematical formulations, and hands-on examples to help readers understand and build NLP systems that can process and interpret human language.

Key Features:

Covers core NLP tasks such as text classification, language modeling, POS tagging, named entity recognition, machine translation, and question answering

Explores both traditional machine learning techniques (like Naïve Bayes, SVMs, CRFs) and deep learning models (RNNs, CNNs, LSTMs, Transformers, BERT, etc.)

Includes real-world examples, case studies, and Python-based implementations to enhance practical understanding

Suitable for undergraduate and postgraduate students, as well as professionals and researchers interested in NLP and AI

Follows a concept-to-implementation approach with clarity and academic rigor

Aligns with current industry and research trends in Natural Language Understanding (NLU) and Generation (NLG)

This book is ideal for learners aiming to build a strong foundation in NLP while gaining hands-on experience with modern AI tools and algorithms. It empowers readers to create intelligent systems capable of understanding, processing, and generating human language in various real-life applications.

Search Key - Understanding Natural Language Processing T V Geetha, , Natural Language Processing book by T V Geetha, , NLP book machine learning deep learning, , T V Geetha NLP book, , Pearson NLP book English medium, , NLP textbook by T V Geetha, , Natural language processing with deep learning, , NLP with machine learning and deep learning, , Understanding NLP T V Geetha Pearson, , NLP concepts and models T V Geetha, , NLP book for students and researchers, , Deep learning for NLP book, , Machine learning for natural language processing, , NLP academic book Pearson publication, , Natural language processing techniques and models, , NLP textbook India, , Best book for understanding NLP, , T V Geetha artificial intelligence book, , NLP book for computer science students, , NLP with Python and deep learning, , Natural language understanding T V Geetha, , NLP fundamentals and advanced models, , Natural language processing syllabus book, , Deep learning and NLP integration, , Text processing using machine learning, , NLP education book English medium, , Natural language processing case studies book, , NLP course reference book T V Geetha, , Applied NLP with deep learning, , NLP machine translation and text analysis, Publisher ‏ : ‎ Pearson Education (17 June 2024); Pearson Education, Language ‏ : ‎ English, Paperback ‏ : ‎ 396 pages, ISBN-10 ‏ : ‎ 8119896009, ISBN-13 ‏ : ‎ 978-8119896004.

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