Hands-On Implementation of NLP Models

Rupesh Kumar Tipu

ISBN 10: 6207806751 / ISBN 13: 9786207806751

Verlag: LAP LAMBERT Academic Publishing Jun 2024, 2024

Beschreibung

Neuware -'Hands-On Implementation of NLP Models' is a comprehensive guide designed to bridge the gap between theoretical concepts and practical applications in Natural Language Processing (NLP). The book covers fundamental NLP concepts, advanced models, and real-world applications.Chapters include an introduction to NLP, basics like text preprocessing and tokenization, classical models such as Naive Bayes and Support Vector Machines, and deep learning techniques including LSTM and transformer models like BERT and GPT. Practical chapters demonstrate building NLP models with Python, real-world case studies, and end-to-end project implementations.Books on Demand GmbH, Überseering 33, 22297 Hamburg 64 pp. Englisch.

Bestandsnummer des Verkäufers 9786207806751

Bibliografische Details

• Titel: Hands-On Implementation of NLP Models
• Verlag: LAP LAMBERT Academic Publishing Jun 2024
• Erscheinungsjahr: 2024
• Sprache: Englisch
• ISBN-10: 6207806751
• ISBN-13: 9786207806751
• Einband: Taschenbuch
• Zustand: Neu

Über diesen Titel

Inhaltsangabe

"Hands-On Implementation of NLP Models" is a comprehensive guide designed to bridge the gap between theoretical concepts and practical applications in Natural Language Processing (NLP). The book covers fundamental NLP concepts, advanced models, and real-world applications.Chapters include an introduction to NLP, basics like text preprocessing and tokenization, classical models such as Naive Bayes and Support Vector Machines, and deep learning techniques including LSTM and transformer models like BERT and GPT. Practical chapters demonstrate building NLP models with Python, real-world case studies, and end-to-end project implementations.