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AWS Certified Machine Learning - Specialty (MLS-C01) Certification Guide - Second Edition

You're reading from  AWS Certified Machine Learning - Specialty (MLS-C01) Certification Guide - Second Edition

Product type Book
Published in Feb 2024
Publisher Packt
ISBN-13 9781835082201
Pages 342 pages
Edition 2nd Edition
Languages
Authors (2):
Somanath Nanda Somanath Nanda
Profile icon Somanath Nanda
Weslley Moura Weslley Moura
Profile icon Weslley Moura
View More author details

Table of Contents (13) Chapters

Preface 1. Chapter 1: Machine Learning Fundamentals 2. Chapter 2: AWS Services for Data Storage 3. Chapter 3: AWS Services for Data Migration and Processing 4. Chapter 4: Data Preparation and Transformation 5. Chapter 5: Data Understanding and Visualization 6. Chapter 6: Applying Machine Learning Algorithms 7. Chapter 7: Evaluating and Optimizing Models 8. Chapter 8: AWS Application Services for AI/ML 9. Chapter 9: Amazon SageMaker Modeling 10. Chapter 10: Model Deployment 11. Chapter 11: Accessing the Online Practice Resources 12. Other Books You May Enjoy

Analyzing images and videos with Amazon Rekognition

If you need to add powerful visual analysis to your applications, then Amazon Rekognition is the service to choose. Rekognition Image lets you easily build powerful applications to search, verify, and organize millions of images. It lets you extract motion-based context from stored or live stream videos, and helps you analyze them. Rekognition Video also allows you to index metadata such as objects, activities, scenes, celebrities, and faces, making video searches easy. Rekognition Image uses deep neural network models to detect and label numerous objects and scenes in your images. It helps you capture text in an image, a bit like Optical Character Recognition (OCR). A perfect example is a T-shirt with quotes on it. If you were to take a picture of one and ask Amazon Rekognition to extract the text from it, it would be able to tell you what the text says. You can also perform celebrity recognition using Amazon Rekognition. Somebody...

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