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The Applied AI and Natural Language Processing Workshop

You're reading from   The Applied AI and Natural Language Processing Workshop Explore practical ways to transform your simple projects into powerful intelligent applications

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Product type Paperback
Published in Jul 2020
Publisher Packt
ISBN-13 9781800208742
Length 384 pages
Edition 1st Edition
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Authors (3):
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Ruze Richards Ruze Richards
Author Profile Icon Ruze Richards
Ruze Richards
Krishna Sankar Krishna Sankar
Author Profile Icon Krishna Sankar
Krishna Sankar
Jeffrey Jackovich Jeffrey Jackovich
Author Profile Icon Jeffrey Jackovich
Jeffrey Jackovich
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Toc

Table of Contents (8) Chapters Close

Preface
1. An Introduction to AWS 2. Analyzing Documents and Text with Natural Language Processing FREE CHAPTER 3. Topic Modeling and Theme Extraction 4. Conversational Artificial Intelligence 5. Using Speech with the Chatbot 6. Computer Vision and Image Processing Appendix

Using Amazon Comprehend to Inspect Text and Determine the Primary Language

Amazon Comprehend is used for searching and examining texts and then gathering insights from a variety of topics (health, media, telecom, education, government, and so on) and languages in the text data format. Thus, the first step to analyze text data and utilize more complex features (such as topic, entity, and sentiment analysis) is to determine the dominant language. Determining the dominant language ensures the accuracy of more in-depth analysis. To examine the text in order to determine the primary language, there are two operations (DetectDominantLanguage and BatchDetectDominantLanguage).

Both operations expect the text in the UTF-8 format with a length of at least 20 characters and a maximum of 5,000 bytes. If you are sending a list, it should not contain more than 25 items.

The response includes what language was identified using a two-letter code. The following table shows the language codes...

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The Applied AI and Natural Language Processing Workshop
Published in: Jul 2020
Publisher: Packt
ISBN-13: 9781800208742
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