Search icon CANCEL
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Conferences
Free Learning
Arrow right icon
Arrow up icon
GO TO TOP
Mastering spaCy

You're reading from   Mastering spaCy An end-to-end practical guide to implementing NLP applications using the Python ecosystem

Arrow left icon
Product type Paperback
Published in Jul 2021
Publisher Packt
ISBN-13 9781800563353
Length 356 pages
Edition 1st Edition
Languages
Tools
Arrow right icon
Author (1):
Arrow left icon
Duygu Altınok Duygu Altınok
Author Profile Icon Duygu Altınok
Duygu Altınok
Arrow right icon
View More author details
Toc

Table of Contents (15) Chapters Close

Preface 1. Section 1: Getting Started with spaCy
2. Chapter 1: Getting Started with spaCy FREE CHAPTER 3. Chapter 2: Core Operations with spaCy 4. Section 2: spaCy Features
5. Chapter 3: Linguistic Features 6. Chapter 4: Rule-Based Matching 7. Chapter 5: Working with Word Vectors and Semantic Similarity 8. Chapter 6: Putting Everything Together: Semantic Parsing with spaCy 9. Section 3: Machine Learning with spaCy
10. Chapter 7: Customizing spaCy Models 11. Chapter 8: Text Classification with spaCy 12. Chapter 9: spaCy and Transformers 13. Chapter 10: Putting Everything Together: Designing Your Chatbot with spaCy 14. Other Books You May Enjoy

Other Books You May Enjoy

If you enjoyed this book, you may be interested in these other books by Packt:

Python Natural Language Processing Cookbook

Zhenya Antić

ISBN: 978-1-83898-731-2

  • Become well-versed with basic and advanced NLP techniques in Python
  • Represent grammatical information in text using spaCy, and semantic information using bag-of-words, TF-IDF, and word embeddings
  • Perform text classification using different methods, including SVMs and LSTMs
  • Explore different techniques for topic modeling such as K-means, LDA, NMF, and BERT
  • Work with visualization techniques such as NER and word clouds for different NLP tools
  • Build a basic chatbot using NLTK and Rasa
  • Extract information from text using regular expression techniques and statistical and deep learning tools

Getting Started with Google BERT

Sudharsan Ravichandiran

ISBN: 978-1-83882-159-3

  • Understand the transformer model from the ground up
  • Find...
lock icon The rest of the chapter is locked
Register for a free Packt account to unlock a world of extra content!
A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.
Unlock this book and the full library FREE for 7 days
Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of
Renews at $19.99/month. Cancel anytime