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HANDS-ON IMPLEMENTATION OF NLP MODELS IBD

LAP LAMBERT ACADEMIC PUBLISHIN
06 / 2024
9786207806751
Inglés

Sinopsis

'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.