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

You're reading from   AWS Certified Machine Learning - Specialty (MLS-C01) Certification Guide The ultimate guide to passing the MLS-C01 exam on your first attempt

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Product type Paperback
Published in Feb 2024
Publisher Packt
ISBN-13 9781835082201
Length 342 pages
Edition 2nd Edition
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Authors (2):
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Somanath Nanda Somanath Nanda
Author Profile Icon Somanath Nanda
Somanath Nanda
Weslley Moura Weslley Moura
Author Profile Icon Weslley Moura
Weslley Moura
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Table of Contents (13) Chapters Close

Preface 1. Chapter 1: Machine Learning Fundamentals FREE CHAPTER 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

Storing Data on Amazon S3

S3 is Amazon’s cloud-based object storage service, and it can be accessed from anywhere via the internet. It is an ideal storage option for large datasets. It is region-based, as your data is stored in a particular region until you move the data to a different region. Your data will never leave that region until it is configured to do so. In a particular region, data is replicated in the availability zones of that region; this makes S3 regionally resilient. If any of the availability zones fail in a region, then other availability zones will serve your requests. S3 can be accessed via the AWS console UI, AWS CLI, AWS API requests, or via standard HTTP methods.

S3 has two main components: buckets and objects.

  • Buckets are created in a specific AWS region. Buckets can contain objects but cannot contain other buckets.
  • Objects have two main attributes. One is the key, and the other is the value. The value is the content being stored, and the...
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