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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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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

Amazon Textract

Another interesting NLP Amazon service is Textract. Essentially, Textract can extract information from documents, usually business documents such as tax forms, legal documents, medical forms, bank forms, patent registrations, and so forth. It is an optical character recognition (OCR) solution for scanning structured documents, suitable for robotic process automation (RPA). Textract is a relatively new service—previewed in November 2018 and generally available in May 2019.

The advantage of Textract is that it understands documents and can extract tables and/or key-value pairs suitable for downstream processing. A lot of business processes, such as health insurance processing, tax preparation, loan application processing, monitoring and evaluation of existing loans, compliance evaluation, and engineering evaluations take in these documents, usually processing them manually to extract information and then start digital processes. Using Amazon Textract, the manual...

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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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