You're reading from Natural Language Processing with TensorFlow The definitive NLP book to implement the most sought-after machine learning models and tasks

Product type Paperback

Published in Jul 2022

Publisher Packt

ISBN-13 9781838641351

Length 514 pages

Edition 2nd Edition

Languages

Processing

Tools

Processing

Concepts

Machine Learning

Author (1):

Thushan Ganegedara

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Table of Contents (15) Chapters

Preface

1. Introduction to Natural Language Processing FREE CHAPTER

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

Who this book is for

This book is aimed at novice - to intermediate-level users of TensorFlow. The reader may be from academia doing cutting-edge research on ML or an industry practioner using ML in their job. You will get the most benefit from this book if you have some basic familiarity with TensorFlow (or a similar framework like Pytorch) already. This will help you to grasp the concepts and use cases discussed in the book quicker.

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You're reading from Natural Language Processing with TensorFlow The definitive NLP book to implement the most sought-after machine learning models and tasks

Table of Contents (15) Chapters

Who this book is for

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Authors (1)