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AWS Cloud Projects

You're reading from   AWS Cloud Projects Strengthen your AWS skills through practical projects, from websites to advanced AI applications

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Product type Paperback
Published in Oct 2024
Publisher Packt
ISBN-13 9781835889282
Length 266 pages
Edition 1st Edition
Tools
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Authors (2):
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Pedro Santos Pedro Santos
Author Profile Icon Pedro Santos
Pedro Santos
Ivo Pinto Ivo Pinto
Author Profile Icon Ivo Pinto
Ivo Pinto
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Toc

Table of Contents (15) Chapters Close

Preface 1. Part 1: Beginner Level Projects FREE CHAPTER
2. Chapter 1: Deploying and Interacting with AWS Services 3. Chapter 2: Creating a Personal Website 4. Part 2: Intermediate Level Projects
5. Chapter 3: Building a Recipe-Sharing Application 6. Chapter 4: Building a Serverless Recipe-Sharing Application 7. Chapter 5: Implementing an Image Analyzer to Detect Photo Friendliness 8. Chapter 6: Architecting a Content Translation Pipeline 9. Part 3: Advanced Level Projects
10. Chapter 7: Implementing a Chatbot Using Machine Learning 11. Chapter 8: Building a Business Intelligence Application 12. Chapter 9: Exploring Future Work 13. Index 14. Other Books You May Enjoy

Implementing an Image Analyzer to Detect Photo Friendliness

This chapter is focused on the value that machine learning (ML) can bring to your applications. You are going to build another serverless application, but this time, you will take advantage of AWS-native ML services instead of complex programming logic.

You are going to build your application using Python and architecture using Terraform.

This chapter covers the following main topics in order:

  • What you are going to build – a photo quality analyzer
  • How you are going to build it – using serverless AWS services
  • Building it – using Terraform and Python
  • How to improve the application – using ML, advanced security features, and custom domain names

By the end of this chapter, you will have your own application that uses ML to identify if a photo is professional-looking enough for a profile picture. This is an introduction to more advanced ML applications that you will see...

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