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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

Setting Up a Lambda Function and Analyzing Imported Text Using Comprehend

We have used Amazon Comprehend to do various NLP tasks, such as detecting entities and key phrases and carrying out sentiment analysis.

Integrating Comprehend and AWS Lambda for responsive NLP

In this topic, we will be integrating AWS Lambda functions with Comprehend, which provides a more powerful, scalable infrastructure. You can use AWS Lambda to run your code in response to events, such as changes to data in an Amazon S3 bucket.

Executing code in response to events provides a real-world solution for developing scalable software architecture. Overall, this increases our data pipeline and provides the ability to handle more complex big data volumes and NLP operations.

What Is AWS Lambda?

AWS Lambda is a compute service that runs code without provisioning or managing servers. AWS Lambda executes code only when needed, and scales automatically. AWS Lambda runs your code on a high-availability compute...

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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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