Search icon CANCEL
Subscription
0
Cart icon
Cart
Close icon
You have no products in your basket yet
Save more on your purchases!
Savings automatically calculated. No voucher code required
Arrow left icon
All Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Newsletters
Free Learning
Arrow right icon
Arrow up icon
GO TO TOP
Python Natural Language Processing

You're reading from  Python Natural Language Processing

Product type Book
Published in Jul 2017
Publisher Packt
ISBN-13 9781787121423
Pages 486 pages
Edition 1st Edition
Languages
Toc

Table of Contents (13) Chapters close

Preface 1. Introduction 2. Practical Understanding of a Corpus and Dataset 3. Understanding the Structure of a Sentences 4. Preprocessing 5. Feature Engineering and NLP Algorithms 6. Advanced Feature Engineering and NLP Algorithms 7. Rule-Based System for NLP 8. Machine Learning for NLP Problems 9. Deep Learning for NLU and NLG Problems 10. Advanced Tools 11. How to Improve Your NLP Skills 12. Installation Guide

Understanding corpus analysis

In this section, we will first understand what corpus analysis is. After this, we will briefly touch upon speech analysis. We will also understand how we can analyze text corpus for different NLP applications. At the end, we will do some practical corpus analysis for text corpus. Let's begin!

Corpus analysis can be defined as a methodology for pursuing in-depth investigations of linguistic concepts as grounded in the context of authentic and communicative situations. Here, we are talking about the digitally stored language corpora, which is made available for access, retrieval, and analysis via computer.

Corpus analysis for speech data needs the analysis of phonetic understanding of each of the data instances. Apart from phonetic analysis, we also need to do conversation analysis, which gives us an idea of how social interaction happens in day...

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 €14.99/month. Cancel anytime}