Deep Learning for Natural Language Processing : Deep Learning With NLP

Ashish Suresh Patel

ISBN 13: 9798896730354

Published by Notion Press Media Pvt. Ltd Dez 2024, 2024

About this Item

Neuware - Deep Learning for Natural Language Processing is a comprehensive guide that explores the intersection of deep learning techniques and natural language processing (NLP). Seller Inventory # 9798896730354

Bibliographic Details

Title: Deep Learning for Natural Language ...

Publisher: Notion Press Media Pvt. Ltd Dez 2024

Publication Date: 2024

Binding: Buch

Condition: Neu

About this title

Synopsis:

Deep Learning for Natural Language Processing is a comprehensive guide that explores the intersection of deep learning techniques and natural language processing (NLP).

The book begins with an overview of fundamental NLP concepts and progresses into advanced deep learning architectures, including feedforward neural networks, recurrent neural networks (RNNs), long short-term memory (LSTM) networks, and attention mechanisms. Each chapter offers clear explanations of the theory behind the models, followed by practical code examples using popular deep learning frameworks like TensorFlow and PyTorch.

Readers will learn how to preprocess text data, build word embeddings, and work with sequence models to handle real-world language data. The authors also cover cutting-edge techniques such as transformers, BERT, and GPT, which have revolutionized NLP tasks. Emphasizing both theory and hands-on practice, this book is ideal for students, researchers, and professionals looking to deepen their understanding of deep learning methods in the context of language.

By the end of the book, readers will be equipped with the skills to tackle a wide range of NLP problems using deep learning, and will gain a deeper appreciation for the powerful combination of deep learning and natural language processing in transforming industries like healthcare, finance, and customer service.