You're reading from Natural Language Processing with AWS AI Services Derive strategic insights from unstructured data with Amazon Textract and Amazon Comprehend

Product type Paperback

Published in Nov 2021

Publisher Packt

ISBN-13 9781801812535

Length 508 pages

Edition 1st Edition

Languages

Processing

Tools

Amazon Textract

Concepts

Mobile Application Development

Authors (2):

Mona M

Premkumar Rangarajan

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Table of Contents (23) Chapters

Preface

1. Section 1:Introduction to AWS AI NLP Services

2. Chapter 1: NLP in the Business Context and Introduction to AWS AI Services FREE CHAPTER

3. Chapter 2: Introducing Amazon Textract

4. Chapter 3: Introducing Amazon Comprehend

5. Section 2: Using NLP to Accelerate Business Outcomes

6. Chapter 4: Automating Document Processing Workflows

7. Chapter 5: Creating NLP Search

8. Chapter 6: Using NLP to Improve Customer Service Efficiency

9. Chapter 7: Understanding the Voice of Your Customer Analytics

10. Chapter 8: Leveraging NLP to Monetize Your Media Content

11. Chapter 9: Extracting Metadata from Financial Documents

12. Chapter 10: Reducing Localization Costs with Machine Translation

13. Chapter 11: Using Chatbots for Querying Documents

14. Chapter 12: AI and NLP in Healthcare

15. Section 3: Improving NLP Models in Production

16. Chapter 13: Improving the Accuracy of Document Processing Workflows

17. Chapter 14: Auditing Named Entity Recognition Workflows

18. Chapter 15: Classifying Documents and Setting up Human in the Loop for Active Learning

19. Chapter 16: Improving the Accuracy of PDF Batch Processing

20. Chapter 17: Visualizing Insights from Handwritten Content

21. Chapter 18: Building Secure, Reliable, and Efficient NLP Solutions

22. Other Books You May Enjoy

Exploring Amazon Comprehend and Amazon Comprehend Medical product features

In this section, we will talk about Amazon Comprehend and Amazon Comprehend Medical product features using an AWS Console demo. We will start with Amazon Comprehend, and then move to Amazon Comprehend Medical.

Discovering Amazon Comprehend

Amazon Comprehend enables you to examine your unstructured data, for example, social media feeds, posts, emails, web pages, data extracted from Amazon Textract, phone transcripts, call center records, or really any kind of unstructured textual data. It can help you gain various insights about its content by using a number of pretrained models. Figure 3.2 is a diagram of how Amazon Comprehend actually works:

Figure 3.2 – Amazon Comprehend features

With Amazon Comprehend, you can perform the following on your input unstructured textual data by using the following text analysis APIs:

Detect Entities
Detect Key Phrases
Detect...

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You're reading from Natural Language Processing with AWS AI Services Derive strategic insights from unstructured data with Amazon Textract and Amazon Comprehend

Table of Contents (23) Chapters

Exploring Amazon Comprehend and Amazon Comprehend Medical product features

Discovering Amazon Comprehend

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Authors (2)