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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

Introduction

In the preceding chapters, you have done lots of interesting exercises and activities with the Amazon Web Services (AWS) Artificial Intelligence (AI) and Machine Learning (ML) services. You combined the serverless computing paradigm and conversational AI to construct chatbots, as well as a fully functional contact center that enables anyone to converse with the chatbots through a voice interface that's available by dialing a local phone number. You also learned about text analysis and topic modeling, all using the AWS services.

In this chapter, you will use the Amazon Rekognition service to perform various image processing tasks. First, you will identify objects and scenes within images. Then, you will test whether images should be flagged as needing content moderation. Next, you will analyze faces using Rekognition. You will also recognize celebrities and well-known people in images. You will compare faces that appear in different images and settings (for example...

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