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Natural Language Processing with TensorFlow - Second Edition

You're reading from  Natural Language Processing with TensorFlow - Second Edition

Product type Book
Published in Jul 2022
Publisher Packt
ISBN-13 9781838641351
Pages 514 pages
Edition 2nd Edition
Languages
Author (1):
Thushan Ganegedara Thushan Ganegedara
Profile icon Thushan Ganegedara

Table of Contents (15) Chapters

Preface 1. Introduction to Natural Language Processing 2. Understanding TensorFlow 2 3. Word2vec – Learning Word Embeddings 4. Advanced Word Vector Algorithms 5. Sentence Classification with Convolutional Neural Networks 6. Recurrent Neural Networks 7. Understanding Long Short-Term Memory Networks 8. Applications of LSTM – Generating Text 9. Sequence-to-Sequence Learning – Neural Machine Translation 10. Transformers 11. Image Captioning with Transformers 12. Other Books You May Enjoy
13. Index
Appendix A: Mathematical Foundations and Advanced TensorFlow

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