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Database Design and Modeling with Google Cloud

You're reading from   Database Design and Modeling with Google Cloud Learn database design and development to take your data to applications, analytics, and AI

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Product type Paperback
Published in Dec 2023
Publisher Packt
ISBN-13 9781804611456
Length 234 pages
Edition 1st Edition
Concepts
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Author (1):
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Abirami Sukumaran Abirami Sukumaran
Author Profile Icon Abirami Sukumaran
Abirami Sukumaran
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Table of Contents (18) Chapters Close

Preface 1. Part 1:Database Model: Business and Technical Design Considerations
2. Chapter 1: Data, Databases, and Design FREE CHAPTER 3. Chapter 2: Handling Data on the Cloud 4. Part 2:Structured Data
5. Chapter 3: Database Modeling for Structured Data 6. Chapter 4: Setting Up a Fully Managed RDBMS 7. Chapter 5: Designing an Analytical Data Warehouse 8. Part 3:Semi-Structured, Unstructured Data, and NoSQL Design
9. Chapter 6: Designing for Semi-Structured Data 10. Chapter 7: Unstructured Data Management 11. Part 4:DevOps and Databases
12. Chapter 8: DevOps and Databases 13. Part 5:Data to AI
14. Chapter 9: Data to AI – Modeling Your Databases for Analytics and ML 15. Chapter 10: Looking Ahead – Designing for LLM Applications 16. Index 17. Other Books You May Enjoy

Use cases

Unstructured data is generated in the real world in the form of social media posts, tweets, IoT data, camera feeds, movies, music, AI-generated data, and more. Organizations and businesses can use this kind of data to solve problems transactionally and also to derive analytical insights. Some transactional applications use unstructured data for the following reasons:

  • Verify biometric information such as facial recognition for checked-in passengers in airports
  • Process music and video files to identify songs, videos, and faces
  • Image classification and identification
  • Video and audio suggestions and personalization
  • Behavior-based usage prediction
  • Behavior-based fraud detection
  • Posture detection and tracking in sports and fitness applications
  • Movement and symptoms-based health alert generation and tracking

Analytical applications for unstructured data are unlimited as organizations have the potential to scale, evolve, and transform their...

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