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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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Table of Contents (15) Chapters Close

Preface 1. Part 1: Beginner Level Projects
2. Chapter 1: Deploying and Interacting with AWS Services FREE CHAPTER 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

AWS services

This architecture uses three services, but you have used two of them before. In this section, you will understand how they address this project’s requirements.

Amazon Rekognition

For this use case, you don’t want to create programming logic to identify photo features, so you choose to implement the same functionality using ML.

As mentioned in the AWS prescriptive guidance, you can create your own model from scratch. But how does it compare with using a pre-trained managed service?

First, before comparing the two, you need to identify a service that can handle the task. AWS has a vast suite of AI and ML services:

  • Amazon Rekognition: A computer vision service that is designed to analyze images and videos for various use cases, such as facial analysis, object detection, and text recognition.
  • Amazon Transcribe: An automatic speech recognition (ASR) service that converts audio files to text.
  • Amazon Translate: A neural machine translation...
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